From de7dd9aa706cbde7806f3363755b34a13d6b8cee Mon Sep 17 00:00:00 2001 From: "Pedro J. Aphalo" Date: Sun, 20 Nov 2022 20:19:21 +0200 Subject: [PATCH] Revise statistics chapter. 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insight, not numbers. @@ -16,7 +16,7 @@ The purpose of computing is insight, not numbers. \section{Aims of this chapter} -This chapter aims to give the reader only a quick introduction to statistics in base \Rlang, as there are many good texts on the use of \Rpgrm for different kinds of statistical analyses (see further reading on page \pageref{sec:stat:further:reading}). Although many of base \R's functions are specific to given statistical procedures, they use a particular approach to model specification and for returning the computed values that can be considered a part of the \Rlang language. Here you will learn the approaches used in \Rlang for calculating statistical summaries, generating (pseudo-)random numbers, sampling, fitting models and carrying out tests of significance. We will use linear correlation, \emph{t}-test, linear models, generalized linear models, non-linear models and some simple multivariate methods as examples. My aim is teaching how to specify models, contrasts and data used, and how to access different components of the objects returned by the corresponding fit and summary functions. +This chapter aims to give the reader an introduction to the approach used in base \Rlang for the computation of statistical summaries, the fitting of observations to models and tests of hypothesis. There are many good books on the use of \Rpgrm for different kinds of statistical analyses (see further reading on page \pageref{sec:stat:further:reading}) but most of them tend to focus on specific statistical methods rather than on the commonalities among them. Although base \R's model fitting functions target specific statistical procedures, they use a common approach to model specification and for returning the computed estimates and test outcomes. This approach, also followed by many contributed extension packages, can be considered as part of the philosophy behind the \Rlang language. In this chapter you will become familiar with the approaches used in \Rlang for calculating statistical summaries, generating (pseudo-)random numbers, sampling, fitting models and carrying out tests of significance. We will use linear correlation, \emph{t}-test, linear models, generalized linear models, non-linear models and some simple multivariate methods as examples. The focus is on how to specify statistical models, contrasts and observations, how to access different components of the objects returned by the corresponding fit and summary functions, and how to use these extracted components in further computations or for customized printing and formatting. %\emph{At present I use several examples adapted from the help pages for the functions described. I may revise this before publication.} @@ -444,11 +444,11 @@ Once we know the structure of the object and the names of members, we can simply summary(fm1)$adj.r.squared @ -As an example of a further computation, we test if the slope from a linear regression fit deviates significantly from a constant value different from the usual zero. +As an example of a further computation, we test if the slope from a linear regression fit deviates significantly from a constant value different from the usual zero. A null hypothesis of zero for the slope tests for the presence of an ``effect'' of an explanatory variable, which is usually of interest in an experiment. In contrast, when testing for deviations from a calibration by comparing two instruments or an instrument and a reference, a null hypothesis of one for the slope will test for deviations from the true readings. In some cases, we may want to test if the estimate for a parameter exceeds some other value, such as acceptable product tolerances. In other cases, when comparing the effectiveness of interventions or products we may be interested to test if a new approach surpasses that in current use by at least a specific margin. There exist many situations where the question of interest is not that an effect deviates from zero. Furthermore, when dealing with big data, very small deviations from zero can be statistically significant but biologically or practically irrelevant. In such case we can set the smallest response that is of interest, instead of zero, as the null hypothesis in the test. -The examples above are for a null hypothesis of slope = 0 and next we show how to do the equivalent test with a null hypothesis of slope = 1. The procedure is applicable to any constant value as a null hypothesis for any of the fitted parameter estimates for hypotheses set \emph{a priori}. The examples use a two-sided test. In some cases, a single-sided test should be used (e.g., if its known a priori that deviation is because of physical reasons possible only in one direction away from the null hypothesis, or because only one direction of response is of interest). +The examples above are for a null hypothesis of slope = 0 and next we show how to do the equivalent test with a null hypothesis of slope = 1. The procedure is applicable to any constant value as a null hypothesis for any of the fitted parameter estimates. However, for the $P$-value estimates to be valid, the hypotheses should be set in advance of the study and independent of the observations being used in the test. The examples use a two-sided test. In some cases, a single-sided test should be used (e.g., if its known a priori that deviation is because of physical reasons possible only in one direction away from the null hypothesis, or because only one direction of response is of interest). -To estimate the \emph{t}-value we need an estimate for the parameter and an estimate of the standard error for this estimate and its degrees of freedom. +To estimate the \emph{t}-value we need an estimate for the parameter and an estimate of the standard error for this estimate and its degrees of freedom. We can extract them from the summary of a fitted model object. <>= est.slope.value <- summary(fm1)$coefficients["speed", "Estimate"] @@ -456,15 +456,17 @@ est.slope.se <- summary(fm1)$coefficients["speed", "Std. Error"] degrees.of.freedom <- summary(fm1)$df[2] @ -The \emph{t}-test is based on the difference between the value of the null hypothesis and the estimate. +The \emph{t}-value is computed based on the difference between the value of the null hypothesis and the estimate. <>= hyp.null <- 1 t.value <- (est.slope.value - hyp.null) / est.slope.se p.value <- dt(t.value, df = degrees.of.freedom) -cat("t.value =", signif(t.value, 3), "; P-value =", signif(p.value, 3)) +cat("t.value =", signif(t.value, 3), "; P-value =", signif(p.value, 3)) @ +This example is for a linear model fit with function \Rfunction{lm()} but the same approach can be applied to any model fit procedure for which parameter estimates and their corresponding standard error estimates can be extracted or computed. + \end{explainbox} \begin{advplayground} @@ -517,8 +519,9 @@ anova(fm4) The defaults used for model fits and ANOVA calculations vary among programs. There exist different so-called ``types'' of sums of squares, usually called I, II, and III. In orthogonal designs the choice has no consequences, but differences can be important for unbalanced designs, even leading to different conclusions. \Rlang's default, type~I, is usually considered to suffer milder problems than type~III, the default used by \pgrmname{SPSS} and \pgrmname{SAS}. \end{warningbox} +\index{linear models!contrasts|(} \begin{warningbox} -The contrasts used affect the estimates returned by \Rfunction{coef()} and \Rfunction{summary()} applied to an ANOVA model fit. The default used in \Rlang is different to that used in some other programs (even different than in \Slang). The default, \code{contr.treatment} uses the first level of the factor (assumed to be a control) as reference for estimation of coefficients and testing of their significance. Instead, \code{contr.sum} uses as reference the mean of all levels, i.e., using as condition that the sum of the coefficient estimates is equal to zero. Obviously this changes what the coefficients describe, and consequently also the estimated $p$-values, and most importantly how the result of the tests should be interpreted. +The contrasts used affect the estimates returned by \Rfunction{coef()} and \Rfunction{summary()} applied to an ANOVA model fit. The default used in \Rlang is different to that used in some other programs (even different than in \Slang). The default, \code{contr.treatment} uses the first level of the factor (assumed to be a control) as reference for estimation of coefficients and testing of their significance. Instead, \code{contr.sum} uses as reference the mean of all levels, i.e., using as condition that the sum of the coefficient estimates is equal to zero. Obviously this changes what the coefficients describe, and consequently also the estimated $p$-values, and most importantly how the result of the tests should be interpreted. \end{warningbox} The most straightforward way of setting a different default for a whole series of model fits is by setting \Rlang option \code{contrasts}, which we here only print. @@ -527,9 +530,9 @@ The most straightforward way of setting a different default for a whole series o options("contrasts") @ -The option is set to a named vector, with the value named \code{unordered} used when the explanatory variable is an unordered factor (created with \Rfunction{factor()}) and the value named \code{ordered} used when the explanatory variable is an ordered factor (created with \Rfunction{ordered()}). +The option is set to a named character vector of length two, with the first value, named \code{unordered} giving the name of the function used when the explanatory variable is an unordered factor (created with \Rfunction{factor()}) and the second value, named \code{ordered}, giving the name of the function used when the explanatory variable is an ordered factor (created with \Rfunction{ordered()}). -It is also possible to select the contrast to be used in the call to \code{aov()} or \code{lm()}. +It is also possible to select the contrast to be used in the call to \code{aov()} or \code{lm()}. <>= fm4trea <- lm(count ~ spray, data = InsectSprays, @@ -540,15 +543,38 @@ fm4sum <- lm(count ~ spray, data = InsectSprays, Interpretation of any analysis has to take into account these differences and users should not be surprised if ANOVA yields different results in base \Rlang and \pgrmname{SPSS} or \pgrmname{SAS} given the different types of sums of squares used. The interpretation of ANOVA on designs that are not orthogonal will depend on which type is used, so the different results are not necessarily contradictory even when different. +In \code{fm4trea} we used \Rfunction{contr.treatment()}, thus contrasts for individual treatments are done against \code{Spray1} taking it as the control or reference, and can be inferred from the generated contrasts matrix. For this reason, there is no row for \code{Spray1} in the summary table. Each of the rows \code{Spray2} to \code{Spray6} is a test comparing these treatments individually against \code{Spray1}. + +\begin{warningbox} + Contrast are specified as matrices that are constructed by functions based on the number of levels in a factor. Constructor function \Rfunction{contr.treatment()} is the default in \Rlang for unordered factors, constructor \Rfunction{contr.SAS()} mimics the contrasts used in many \pgrmname{SAS} procedures, and \Rfunction{contr.helmert()} matches the default in \pgrmname{S}. Contrasts depend on the order of factor levels so it is crucial to ensure that the ordering in use yields the intended tests of significance for individual parameter estimates. (How to change the order of factor levels is explained in section \ref{sec:calc:factors} starting on page \pageref{sec:calc:factors}.) +\end{warningbox} + +<>= +contr.treatment(length(levels(InsectSprays$spray))) +@ + <>= summary(fm4trea) @ +In \code{fm4sum} we used \Rfunction{contr.sum()}, thus contrasts for individual treatments are done differently, as can be inferred from the contrasts matrix. The sum is constrained to be zero, thus estimates for the last treatment level are determined by the sum of the previous ones, and not tested for significance. + +<>= +contr.sum(length(levels(InsectSprays$spray))) +@ + <>= summary(fm4sum) @ -In the case of contrasts, they always affect the parameter estimates independently of whether the experiment design is orthogonal or not. A different set of contrasts simply tests a different set of possible treatment effects. Contrasts, on the other hand, do not affect the table returned by \Rfunction{anova()} as this table does not deal with the effects of individual factor levels. +\begin{advplayground} + Explore how taking the last level as reference in \Rfunction{contr.SAS()} instead of the first one as in \Rfunction{contr.treatment()} affects the estimates. Reorder the levels of factor \code{spray} so that the test using \Rfunction{contr.SAS()} becomes equivalent to that obtained above with \Rfunction{contr.treatment()}. Consider why \Rfunction{contr.poly()} is the default for ordered factors and when \Rfunction{contr.helmert()} could br most useful. +\end{advplayground} + +In the case of contrasts, they always affect the parameter estimates independently of whether the experiment design is orthogonal or not. A different set of contrasts simply tests a different set of possible treatment effects. Contrasts, on the other hand, do not affect the table returned by \Rfunction{anova()} as this table does not deal with the effects of individual factor levels. It can also seen that the overall estimates shown at the bottom of the summary table remain unchanged. In other words, the what changes is how the total variation explained by the fitted model is partitioned into components to be tested for specific contributions to the overall model fit. + +Contrasts and their interpretation are discussed in detail by \citeauthor{Venables2002} (\citeyear{Venables2002}) and \citeauthor{Crawley2012} (\citeyear{Crawley2012}). +\index{linear models!contrasts|)} \subsection{Analysis of covariance, ANCOVA} %\index{analysis of covariance} @@ -1203,7 +1229,7 @@ str(hc) \section{Further reading}\label{sec:stat:further:reading} -Two recent text books\index{further reading!statistics in R} on statistics, following a modern approach, and using \Rlang for examples, are \citetitle{Diez2019} \autocite{Diez2019} and \citetitle{Holmes2019} \autocite{Holmes2019}. Three examples of books introducing statistical computations in \Rlang are \citetitle{Dalgaard2008} \autocite{Dalgaard2008}, \citetitle{Everitt2009} \autocite{Everitt2009} and \citetitle{Zuur2009} \autocite{Zuur2009}. More advanced books are available with detailed descriptions of various types of analyses in \Rlang, including thorough descriptions of the methods briefly presented in this chapter. Good examples of books with broad scope are \citebooktitle{Crawley2012} \autocite{Crawley2012} and the classic reference \citebooktitle{Venables2002} \autocite{Venables2002}. More specific books are also available from which a few suggestions for further reading are \citebooktitle{Everitt2011} \autocite{Everitt2011}, \citebooktitle{Faraway2004} \autocite{Faraway2004}, \citebooktitle{Faraway2006} \autocite{Faraway2006}, \citebooktitle{Pinheiro2000} \autocite{Pinheiro2000} and \citebooktitle{Wood2017} \autocite{Wood2017}. +Two recent text books\index{further reading!statistics in R} on statistics, following a modern approach, and using \Rlang for examples, are \citetitle{Diez2019} \autocite{Diez2019} and \citetitle{Holmes2019} \autocite{Holmes2019}. Three examples of books introducing statistical computations in \Rlang are \citetitle{Dalgaard2008} \autocite{Dalgaard2008}, \citetitle{Everitt2010} \autocite{Everitt2010} and \citetitle{Zuur2009} \autocite{Zuur2009}. More advanced books are available with detailed descriptions of various types of analyses in \Rlang, including thorough descriptions of the methods briefly presented in this chapter. Good examples of books with broad scope are \citebooktitle{Crawley2012} \autocite{Crawley2012} and the classic reference \citebooktitle{Venables2002} \autocite{Venables2002}. More specific books are also available from which a few suggestions for further reading are \citebooktitle{Everitt2011} \autocite{Everitt2011}, \citebooktitle{Faraway2004} \autocite{Faraway2004}, \citebooktitle{Faraway2006} \autocite{Faraway2006}, \citebooktitle{Pinheiro2000} \autocite{Pinheiro2000} and \citebooktitle{Wood2017} \autocite{Wood2017}. <>= knitter_diag() diff --git a/R.stats.tex b/R.stats.tex new file mode 100644 index 00000000..74109109 --- /dev/null +++ b/R.stats.tex @@ -0,0 +1,238 @@ +% !Rnw root = appendix.main.Rnw + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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delta 47 wcmZp5Xmyxiu3}_hXlZ0_V6Mrf@0*|El30?epy6U=WME`uXb6+r7`;j!04y>LaR2}S delta 47 wcmZp5Xmyxiu3~6uXlY_-YN*Mj@0*|El30?epy6U=WME`uXb6+r7`;j!04)FvcK`qY diff --git a/rbooks.bib b/rbooks.bib index 34148e17..9f950791 100644 --- a/rbooks.bib +++ b/rbooks.bib @@ -5,7 +5,7 @@ @book{Beckerman2012 keywords = {R}, mendeley-tags = {R}, pages = {128}, -publisher = {OUP Oxford}, +publisher = {Oxford University Press}, title = {{Getting Started with R: An introduction for biologists}}, year = {2012} } @@ -50,11 +50,9 @@ @book{Chambers2009 @book{Chang2013, address = {Sebastopol}, author = {Chang, Winston}, -booktitle = {Vasa}, edition = {1-2}, isbn = {9781449316952}, keywords = {Graphics,Plotting,R,ggplot2}, -mendeley-tags = {Graphics,Plotting,R,ggplot2}, pages = {413}, publisher = {O'Reilly Media}, title = {{R Graphics Cookbook}}, @@ -64,7 +62,7 @@ @book{Crawley2007 author = {Crawley, Michael J.}, isbn = {0470510242}, pages = {950}, -publisher = {John Wiley and Sons Ltd}, +publisher = {Wiley}, title = {{The R Book}}, year = {2007} } @@ -107,7 +105,7 @@ @book{Dalgaard2002 address = {New York}, author = {Dalgaard, P}, isbn = {0 387 95475 9}, -keywords = { R, textbook,statistics}, +keywords = {R,textbook,statistics}, pages = {xv + 267}, publisher = {Springer}, series = {Statistics and Computing}, @@ -134,15 +132,15 @@ @book{Eddelbuettel2013 title = {{Seamless R and C++ Integration with Rcpp}}, year = {2013} } -@book{Everitt2009, +@book{Everitt2010, author = {Everitt, Brian S. and Hothorn, Torsten}, edition = {2}, isbn = {1420079336}, keywords = {R,handbook,statistics}, pages = {376}, -publisher = {Chapman \& Hall}, +publisher = {Chapman \& Hall/CRC}, title = {{A Handbook of Statistical Analyses Using R}}, -year = {2009} +year = {2010} } @book{Everitt2011, author = {Everitt, Brian and Hothorn, Torsten}, @@ -168,7 +166,7 @@ @book{Faraway2006 issn = {00319155}, keywords = {GLM,Rbook,analysis of variance,mixed effects,nonpararametric regression model,regression}, pages = {345}, -publisher = {Chapman \& Hall/CRC Taylor \& Francis Group}, +publisher = {Chapman \& Hall/CRC}, title = {{Extending the linear model with R: generalized linear, mixed effects and nonparametric regression models}}, year = {2006} } @@ -176,7 +174,7 @@ @book{Fox2002 address = {Thousand Oaks, CA, USA}, annote = {ISBN 0-761-92279-2}, author = {Fox, John}, -keywords = { S, regression, statistics,R}, +keywords = {S,regression,statistics,R}, publisher = {Sage Publications}, title = {{An \{R\} and \{S-Plus\} Companion to Applied Regression}}, year = {2002} @@ -266,7 +264,7 @@ @book{Matloff2011 @Book{Murrell2019, title = {R Graphics}, - publisher = {CRC Press/Taylor \& Francis}, + publisher = {Chapman and Hall/CRC}, year = {2019}, author = {Paul Murrell}, address = {Portland}, @@ -280,7 +278,7 @@ @book{Murrell2011 isbn = {1439831769}, pages = {546}, edition = {2}, -publisher = {CRC Press}, +publisher = {Chapman and Hall/CRC}, title = {R Graphics}, year = {2011} } @@ -290,16 +288,8 @@ @book{Murrell2005 isbn = {1-584-88486-X}, keywords = {R,graphics,software}, pages = {301}, -publisher = {Chapman \& Hall/CRC}, -title = {{R Graphics}}, -year = {2005} -} -@book{Murrell2005a, -author = {Murrell, Paul}, -isbn = {158488486X}, -pages = {328}, publisher = {Chapman and Hall/CRC}, -title = {{R Graphics (Chapman \& Hall/CRC The R Series)}}, +title = {{R Graphics}}, year = {2005} } @@ -480,9 +470,9 @@ @book{Wickham2014advanced title={Advanced R}, author={Wickham, H.}, isbn={9781466586970}, - series={Chapman \& Hall/CRC The R Series}, + series={The R Series}, year={2014}, - publisher={CRC Press} + publisher={Chapman and Hall/CRC} } @Book{Hillebrand2015, author = {Julian Hillebrand and Maximilian H. Nierhoff}, @@ -540,8 +530,8 @@ @Book{Wickham2014 Author = {Wickham, H.}, Year = {2014}, ISBN = {9781466586970}, - Publisher = {CRC Press}, - Series = {Chapman \& Hall/CRC The R Series}, + Publisher = {Chapman and Hall/CRC}, + Series = {The R Series}, } @Book{Hyndman2014, @@ -583,7 +573,7 @@ @Book{Beckerman2012 Address = {Oxford}, ISBN = {0199601623}, Pages = {128}, - Publisher = {OUP Oxford}, + Publisher = {Oxford University Press}, } @Book{Crawley2012, @@ -599,7 +589,7 @@ @Book{Allerhand2011 author = {Allerhand, Mike}, title = {A Tiny Handbook of R}, year = {2011}, - publisher = {Springer Science + Business Media}, + publisher = {Springer}, isbn = {978-3-642-17980-8}, } @@ -619,7 +609,7 @@ @Book{Swicegood2010 author = {Travis Swicegood}, title = {Pragmatic Guide to Git}, year = {2010}, - publisher = {Pragmatic Programmers, LLC.}, + publisher = {Pragmatic Programmers}, isbn = {978-1-934356-72-2}, } @@ -746,7 +736,7 @@ @Book{Bentley1988 author = {Bentley, Jon}, title = {More Programming Pearls: Confessions of a Coder}, year = {1988}, - publisher = {Addison Wesley Pub Co Inc}, + publisher = {Addison Wesley}, isbn = {0201118890}, pagetotal = {224}, } @@ -755,7 +745,7 @@ @Book{Bentley1986 author = {Jon Louis Bentley}, title = {Programming Pearls}, year = {1986}, - publisher = {Addison-Wesley Publishing Company}, + publisher = {Addison-Wesley}, isbn = {0201500191}, pagetotal = {195}, address = {Reading, Massachusetts}, @@ -797,7 +787,7 @@ @Book{Wood2017 author = {Wood, Simon N.}, title = {Generalized Additive Models}, year = {2017}, - publisher = {Taylor \& Francis Inc}, + publisher = {Chapman and Hall/CRC}, isbn = {1498728332}, pagetotal = {476}, ean = {9781498728331}, @@ -818,7 +808,7 @@ @Book{Wickham2017 @Book{Wickham2019, title = {Advanced R}, - publisher = {Taylor \& Francis Inc}, + publisher = {Chapman and Hall/CRC}, year = {2019}, author = {Wickham, Hadley}, edition = {2}, @@ -847,9 +837,8 @@ @Book{Diez2019 author = {David Diez and Mine Cetinkaya-Rundel and Christopher D. Barr}, edition = {4}, pagetotal = {422}, - timestamp = {2019-10-10}, url = {https://www.openintro.org/stat/os4.php}, - urldate = {2019-10-10}, + urldate = {2022-11-20}, } @@ -859,7 +848,6 @@ @Book{Holmes2019 year = {2019}, author = {Susan Holmes and Wolfgang Huber}, isbn = {1108705294}, - date = {2019-03-01}, ean = {9781108705295}, pagetotal = {382}, } diff --git a/rcatsidx.idx b/rcatsidx.idx index 3653a612..05ac64b9 100644 --- a/rcatsidx.idx +++ b/rcatsidx.idx @@ -1,150 +1,1226 @@ -\indexentry{functions and methods!mean()@\texttt {mean()}}{1} -\indexentry{functions and methods!var()@\texttt {var()}}{1} -\indexentry{functions and methods!sd()@\texttt {sd()}}{1} -\indexentry{functions and methods!median()@\texttt {median()}}{1} -\indexentry{functions and methods!mad()@\texttt {mad()}}{1} -\indexentry{functions and methods!mode()@\texttt {mode()}}{1} -\indexentry{functions and methods!max()@\texttt {max()}}{1} -\indexentry{functions and methods!min()@\texttt {min()}}{1} 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methods!read.systat()@\texttt {read.systat()}}{349} +\indexentry{classes and modes!tibble@\texttt {tibble}}{350} +\indexentry{functions and methods!read\_sav()@\texttt {read\_sav()}}{350} +\indexentry{functions and methods!names()@\texttt {names()}}{351} +\indexentry{functions and methods!str()@\texttt {str()}}{351} +\indexentry{functions and methods!class()@\texttt {class()}}{351} +\indexentry{functions and methods!attributes()@\texttt {attributes()}}{351} +\indexentry{functions and methods!mode()@\texttt {mode()}}{351} +\indexentry{functions and methods!dim()@\texttt {dim()}}{351} +\indexentry{functions and methods!dimnames()@\texttt {dimnames()}}{351} +\indexentry{functions and methods!nrow()@\texttt {nrow()}}{351} +\indexentry{functions and methods!ncol()@\texttt {ncol()}}{351} +\indexentry{functions and methods!print()@\texttt {print()}}{351} +\indexentry{functions and methods!nc\_open()@\texttt {nc\_open()}}{352} +\indexentry{functions and methods!str()@\texttt {str()}}{352} +\indexentry{functions and methods!ncvar\_get()@\texttt {ncvar\_get()}}{352} +\indexentry{classes and modes!tibble@\texttt {tibble}}{352} +\indexentry{functions and methods!download.file()@\texttt {download.file()}}{355} +\indexentry{functions and methods!fromJSON()@\texttt {fromJSON()}}{357} diff --git a/rcatsidx.ilg b/rcatsidx.ilg index e448cc49..2a021126 100644 --- a/rcatsidx.ilg +++ b/rcatsidx.ilg @@ -1,12 +1,76 @@ This is makeindex, version 2.16 [MiKTeX 22.10]. Scanning input file rcatsidx.idx.... -!! Input index error (file = rcatsidx.idx, line = 121): +!! Input index error (file = rcatsidx.idx, line = 78): + -- Extra `!' at position 23 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 88): + -- Extra `!' at position 24 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 110): + -- Extra `!' at position 23 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 113): + -- Extra `@' at position 12 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 471): + -- Extra `@' at position 13 of first argument. +!! Input index error (file = rcatsidx.idx, line = 472): + -- Extra `@' at position 13 of first argument. +!! Input index error (file = rcatsidx.idx, line = 473): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 643): -- Incomplete first argument (premature LFD). -!! Input index error (file = rcatsidx.idx, line = 127): +!! Input index error (file = rcatsidx.idx, line = 649): + -- Incomplete first argument (premature LFD). + +!! Input index error (file = rcatsidx.idx, line = 700): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 709): + -- Extra `@' at position 13 of first argument. +!! Input index error (file = rcatsidx.idx, line = 710): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 712): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 717): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 722): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 726): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 729): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 732): + -- Extra `@' at position 13 of first argument. +!! Input index error (file = rcatsidx.idx, line = 733): + -- Extra `@' at position 13 of first argument. +!! Input index error (file = rcatsidx.idx, line = 734): + -- Extra `@' at position 13 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 740): -- Incomplete first argument (premature LFD). -done (148 entries accepted, 2 rejected). -Sorting entries....done (1129 comparisons). -Generating output file rcatsidx.ind....done (92 lines written, 0 warnings). + +!! Input index error (file = rcatsidx.idx, line = 743): + -- Extra `!' at position 12 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 813): + -- Extra `@' at position 13 of first argument. +. +!! Input index error (file = rcatsidx.idx, line = 1088): + -- Extra `@' at position 12 of first argument. + +!! Input index error (file = rcatsidx.idx, line = 1091): + -- Extra `@' at position 12 of first argument. +done (1201 entries accepted, 25 rejected). +Sorting entries............done (13412 comparisons). +Generating output file rcatsidx.ind....done (545 lines written, 0 warnings). Output written in rcatsidx.ind. Transcript written in rcatsidx.ilg. diff --git a/rcatsidx.ind b/rcatsidx.ind index 852eaf26..e5e18b07 100644 --- a/rcatsidx.ind +++ b/rcatsidx.ind @@ -1,92 +1,545 @@ \begin{theindex} \item classes and modes - \subitem \texttt {call}, 26 - \subitem \texttt {formula}, 26, 27 - \subitem \texttt {list}, 28 + \subitem \texttt {array}, 52, 78 + \subitem \texttt {call}, 176 + \subitem \texttt {character}, 39, 40, 44 + \subitem \texttt {data.frame}, 68, 69, 198, 335 + \subitem \texttt {double}, 21, 34, 35, 50 + \subitem \texttt {factor}, 57 + \subitem \texttt {formula}, 176, 177 + \subitem \texttt {integer}, 21, 26, 34, 35, 50 + \subitem \texttt {list}, 62, 68, 88, 138, 177, 198 + \subitem \texttt {lm}, 138 + \subitem \texttt {logical}, 29, 45, 103, 105 + \subitem \texttt {matrix}, 52, 55, 78, 88, 198 + \subitem \texttt {numeric}, 18, 21, 39, 40, 50, 105 + \subitem \texttt {tbl}, 198 + \subitem \texttt {tbl\_df}, 199 + \subitem \texttt {tibble}, 199, 200, 208, 335, 350, 352 + \subitem \texttt {vector}, 22 + \item constant and special values + \subitem \texttt {-Inf}, 25, 34 + \subitem \texttt {.Machine\$double.eps}, 34 + \subitem \texttt {.Machine\$double.max}, 34 + \subitem \texttt {.Machine\$double.min}, 34 + \subitem \texttt {.Machine\$double.neg.eps}, 34 + \subitem \texttt {.Machine\$integer.max}, 34 + \subitem \texttt {FALSE}, 27 + \subitem \texttt {Inf}, 25, 34 + \subitem \texttt {LETTERS}, 46 + \subitem \texttt {letters}, 46 + \subitem \texttt {month.abb}, 46 + \subitem \texttt {month.name}, 46 + \subitem \texttt {NA}, 25, 26, 45 + \subitem \texttt {NA\_character\_}, 45 + \subitem \texttt {NA\_real\_}, 45 + \subitem \texttt {NaN}, 25 + \subitem \texttt {pi}, 19 + \subitem \texttt {TRUE}, 27 + \item control of execution + \subitem \texttt {apply()}, 117, 119, 121, 122 + \subitem \texttt {break()}, 112, 114 + \subitem \texttt {for}, 110--112, 114, 115 + \subitem \texttt {if ()}, 105 + \subitem \texttt {if () \ldots \ else}, 105 + \subitem \texttt {if()}, 102 + \subitem \texttt {if()\ldots else}, 102 + \subitem \texttt {ifelse()}, 108, 109 + \subitem \texttt {lapply()}, 88, 117, 119 + \subitem \texttt {next()}, 112, 114 + \subitem \texttt {repeat}, 110, 114, 115 + \subitem \texttt {return()}, 138 + \subitem \texttt {sapply}, 88 + \subitem \texttt {sapply()}, 88, 117, 119 + \subitem \texttt {switch()}, 105, 107, 108 + \subitem \texttt {vapply()}, 88, 119--121 + \subitem \texttt {while}, 110, 113--115 \indexspace \item data objects - \subitem \texttt {austres}, 36 - \subitem \texttt {cars}, 7, 11 - \subitem \texttt {eurodist}, 42, 43 - \subitem \texttt {InsectSpray}, 21 - \subitem \texttt {InsectSprays}, 17 - \subitem \texttt {iris}, 38 - \subitem \texttt {nottem}, 36 - \subitem \texttt {npk}, 31 - \subitem \texttt {Puromycin}, 25 + \subitem \texttt {austres}, 186 + \subitem \texttt {cars}, 155, 159 + \subitem \texttt {eurodist}, 191, 193 + \subitem \texttt {InsectSpray}, 171 + \subitem \texttt {InsectSprays}, 166 + \subitem \texttt {iris}, 187, 207 + \subitem \texttt {mtcars}, 228 + \subitem \texttt {nottem}, 186 + \subitem \texttt {npk}, 181 + \subitem \texttt {Orange}, 245 + \subitem \texttt {Puromycin}, 174, 266 \indexspace \item functions and methods - \subitem \texttt {AIC()}, 10, 14 - \subitem \texttt {anova()}, 10, 14, 15, 18, 20, 22 - \subitem \texttt {aov()}, 18, 38 - \subitem \texttt {as.formula()}, 33 - \subitem \texttt {as.ts()}, 36 - \subitem \texttt {attributes()}, 8 - \subitem \texttt {BIC()}, 10, 14 - \subitem \texttt {biplot()}, 40 - \subitem \texttt {class()}, 8 - \subitem \texttt {coef()}, 10, 14, 19 - \subitem \texttt {coefficients()}, 14 - \subitem \texttt {cor()}, 7--9 - \subitem \texttt {cor.test()}, 8, 9 - \subitem \texttt {cutree()}, 44 - \subitem \texttt {decompose()}, 37 - \subitem \texttt {dist}, 43 - \subitem \texttt {effects()}, 14 - \subitem \texttt {factor()}, 19 - \subitem \texttt {fitted()}, 10, 14 - \subitem \texttt {fitted.values()}, 14 - \subitem \texttt {glm()}, 21 - \subitem \texttt {hclust()}, 43, 44 - \subitem \texttt {I()}, 13, 28 - \subitem \texttt {inherits()}, 32 - \subitem \texttt {length()}, 1, 28 - \subitem \texttt {lm()}, 9, 10, 13, 18, 38 - \subitem \texttt {log()}, 28 - \subitem \texttt {mad()}, 1 - \subitem \texttt {manova()}, 38 - \subitem \texttt {matrix()}, 7 - \subitem \texttt {max()}, 1 - \subitem \texttt {mean()}, 1 - \subitem \texttt {median()}, 1 - \subitem \texttt {min()}, 1 - \subitem \texttt {mode()}, 1 - \subitem \texttt {model.frame()}, 14 - \subitem \texttt {model.matrix()}, 14 - \subitem \texttt {nlme}, 25 - \subitem \texttt {nls}, 25 - \subitem \texttt {nls()}, 24, 25 - \subitem \texttt {ordered()}, 19 - \subitem \texttt {plot()}, 10, 22 - \subitem \texttt {pnorm()}, 4 - \subitem \texttt {poly()}, 13 - \subitem \texttt {prcomp()}, 39, 42 - \subitem \texttt {predict()}, 10, 17 - \subitem \texttt {print()}, 8 - \subitem \texttt {pt()}, 4 - \subitem \texttt {qnorm()}, 4 - \subitem \texttt {quantile()}, 1 - \subitem \texttt {range()}, 1 - \subitem \texttt {resid()}, 14 - \subitem \texttt {residuals()}, 10, 14 - \subitem \texttt {rnorm()}, 5--7 - \subitem \texttt {runif()}, 5 - \subitem \texttt {sd()}, 1 - \subitem \texttt {set.seed()}, 5 - \subitem \texttt {setseed()}, 6 - \subitem \texttt {SSmicmen()}, 25 - \subitem \texttt {stl()}, 37 - \subitem \texttt {str()}, 8, 15 - \subitem \texttt {summary()}, 2, 10--12, 15, 18, 19 - \subitem \texttt {terms()}, 14, 30 - \subitem \texttt {ts()}, 36 - \subitem \texttt {update()}, 33 - \subitem \texttt {var()}, 1 - \subitem \texttt {vcov()}, 14 + \subitem \texttt {abs()}, 29, 35 + \subitem \texttt {aes()}, 226, 227, 236, 254 + \subitem \texttt {after\_scale()}, 238 + \subitem \texttt {after\_stat()}, 227, 238, 239 + \subitem \texttt {aggregate()}, 130, 212 + \subitem \texttt {AIC()}, 158, 162 + \subitem \texttt {all()}, 30 + \subitem \texttt {annotate()}, 259, 300, 301, 303 + \subitem \texttt {annotation\_custom()}, 259, 301 + \subitem \texttt {anova()}, 126, 127, 158, 162, 163, 167, 170, 171 + \subitem \texttt {anti\_join()}, 216 + \subitem \texttt {any()}, 30 + \subitem \texttt {aov()}, 167, 187 + \subitem \texttt {append()}, 23, 64 + \subitem \texttt {arrange()}, 210 + \subitem \texttt {array()}, 55 + \subitem \texttt {as.character()}, 42, 43, 59 + \subitem \texttt {as.data.frame()}, 201 + \subitem \texttt {as.formula()}, 182, 183 + \subitem \texttt {as.integer()}, 43 + \subitem \texttt {as.logical()}, 42, 43 + \subitem \texttt {as.matrix()}, 52 + \subitem \texttt {as.numeric()}, 42, 43, 59 + \subitem \texttt {as.ts()}, 185 + \subitem \texttt {as.vector()}, 56 + \subitem \texttt {as\_tibble()}, 199 + \subitem \texttt {assign()}, 124, 125, 129, 138, 205 + \subitem \texttt {attach()}, 77 + \subitem \texttt {attr()}, 82 + \subitem \texttt {attr()<-}, 82 + \subitem \texttt {attributes()}, 82, 157, 351 + \subitem \texttt {basename()}, 326 + \subitem \texttt {BIC()}, 158, 162 + \subitem \texttt {biplot()}, 190 + \subitem \texttt {bold()}, 315 + \subitem \texttt {bolditalic()}, 315 + \subitem \texttt {bquote()}, 316 + \subitem \texttt {c()}, 22, 63 + \subitem \texttt {cat()}, 41, 334 + \subitem \texttt {ceiling()}, 28, 29 + \subitem \texttt {citation()}, 12 + \subitem \texttt {class()}, 42, 68, 157, 201, 351 + \subitem \texttt {coef()}, 158, 163, 167 + \subitem \texttt {coefficients()}, 163 + \subitem \texttt {colnames()}, 87 + \subitem \texttt {comment()}, 82 + \subitem \texttt {comment()<-}, 82 + \subitem \texttt {contains()}, 211 + \subitem \texttt {contr.helmert()}, 168, 170 + \subitem \texttt {contr.poly()}, 170 + \subitem \texttt {contr.SAS()}, 168, 170 + \subitem \texttt {contr.sum()}, 169 + \subitem \texttt {contr.treatment()}, 168, 170 + \subitem \texttt {coord\_cartesian()}, 270 + \subitem \texttt {coord\_fixed()}, 270 + \subitem \texttt {coord\_flip()}, 275, 279 + \subitem \texttt {coord\_polar()}, 303 + \subitem \texttt {cor()}, 156, 157 + \subitem \texttt {cor.test()}, 156, 157 + \subitem \texttt {crossprod()}, 57 + \subitem \texttt {cummax()}, 124 + \subitem \texttt {cummin()}, 124 + \subitem \texttt {cumprod()}, 124 + \subitem \texttt {cumsum()}, 124 + \subitem \texttt {cutree()}, 194 + \subitem \texttt {data()}, 84 + \subitem \texttt {data.frame()}, 68, 71, 200, 203 + \subitem \texttt {decompose()}, 186 + \subitem \texttt {diag()}, 57 + \subitem \texttt {diff()}, 124 + \subitem \texttt {diffinv()}, 124 + \subitem \texttt {dim()}, 52, 82, 351 + \subitem \texttt {dim()<-}, 82 + \subitem \texttt {dimnames()}, 351 + \subitem \texttt {dir()}, 327 + \subitem \texttt {dirname()}, 326 + \subitem \texttt {dist}, 193 + \subitem \texttt {do.call()}, 126, 127 + \subitem \texttt {double()}, 21 + \subitem \texttt {download.file()}, 355 + \subitem \texttt {effects()}, 163 + \subitem \texttt {ends\_with()}, 211 + \subitem \texttt {excel\_sheets()}, 346 + \subitem \texttt {exp()}, 19 + \subitem \texttt {expand\_limits()}, 288 + \subitem \texttt {expression()}, 313--315 + \subitem \texttt {facet\_grid()}, 281 + \subitem \texttt {facet\_wrap()}, 281, 284, 304 + \subitem \texttt {factor()}, 58, 60, 61, 168 + \subitem \texttt {factorial()}, 124 + \subitem \texttt {file.path()}, 328 + \subitem \texttt {filter()}, 210 + \subitem \texttt {fitted()}, 158, 163 + \subitem \texttt {fitted.values()}, 163 + \subitem \texttt {format()}, 44, 45, 316 + \subitem \texttt {fromJSON()}, 357 + \subitem \texttt {full\_join()}, 214 + \subitem \texttt {function()}, 137 + \subitem \texttt {gather()}, 208 + \subitem \texttt {geom\_abline}, 247 + \subitem \texttt {geom\_area}, 247 + \subitem \texttt {geom\_area()}, 247, 296 + \subitem \texttt {geom\_bar()}, 248, 268, 296, 304, 305 + \subitem \texttt {geom\_bin2d()}, 270 + \subitem \texttt {geom\_boxplot()}, 272 + \subitem \texttt {geom\_col()}, 248, 250, 296 + \subitem \texttt {geom\_curve()}, 246 + \subitem \texttt {geom\_density()}, 271 + \subitem \texttt {geom\_density\_2d()}, 272 + \subitem \texttt {geom\_errorbar}, 245 + \subitem \texttt {geom\_errorbar()}, 264 + \subitem \texttt {geom\_grob()}, 256, 259 + \subitem \texttt {geom\_grob\_npc()}, 260 + \subitem \texttt {geom\_hex()}, 270 + \subitem \texttt {geom\_histogram()}, 268, 270 + \subitem \texttt {geom\_hline}, 247 + \subitem \texttt {geom\_hline()}, 296, 303 + \subitem \texttt {geom\_label}, 253, 313 + \subitem \texttt {geom\_label()}, 252, 253, 255, 296 + \subitem \texttt {geom\_label\_npc()}, 260 + \subitem \texttt {geom\_label\_repel()}, 255 + \subitem \texttt {geom\_line}, 230, 247 + \subitem \texttt {geom\_line()}, 223, 230, 240, 245--247, 275, 296 + \subitem \texttt {geom\_linerange()}, 264 + \subitem \texttt {geom\_path()}, 246, 247 + \subitem \texttt {geom\_plot()}, 256, 258 + \subitem \texttt {geom\_plot\_npc()}, 260 + \subitem \texttt {geom\_point}, 230, 247, 253 + \subitem \texttt {geom\_point()}, 223, 229, 239, 240, 244, 275, + 280, 281, 296 + \subitem \texttt {geom\_pointrange()}, 245, 262, 264 + \subitem \texttt {geom\_polygom}, 247 + \subitem \texttt {geom\_polygon()}, 304 + \subitem \texttt {geom\_range()}, 245 + \subitem \texttt {geom\_rect()}, 251 + \subitem \texttt {geom\_ribbon}, 247 + \subitem \texttt {geom\_rug()}, 245 + \subitem \texttt {geom\_segment()}, 246 + \subitem \texttt {geom\_sf()}, 251 + \subitem \texttt {geom\_sf\_label()}, 251 + \subitem \texttt {geom\_sf\_text()}, 251 + \subitem \texttt {geom\_smooth()}, 227, 264, 278 + \subitem \texttt {geom\_spoke()}, 246 + \subitem \texttt {geom\_step()}, 246 + \subitem \texttt {geom\_table}, 256 + \subitem \texttt {geom\_table()}, 256--258 + \subitem \texttt {geom\_table\_npc()}, 260 + \subitem \texttt {geom\_text}, 253, 256, 313 + \subitem \texttt {geom\_text()}, 252--255, 296, 313 + \subitem \texttt {geom\_text\_npc()}, 260 + \subitem \texttt {geom\_text\_repel()}, 255 + \subitem \texttt {geom\_tile()}, 250, 251 + \subitem \texttt {geom\_violin()}, 273 + \subitem \texttt {geom\_vline}, 247 + \subitem \texttt {geom\_vline()}, 296, 303 + \subitem \texttt {get()}, 125 + \subitem \texttt {getElement()}, 130 + \subitem \texttt {getwd()}, 326 + \subitem \texttt {ggplot()}, 95, 235--237, 315 + \subitem \texttt {ggplotGrob()}, 301 + \subitem \texttt {ggtitle()}, 285, 286 + \subitem \texttt {gl()}, 58, 59 + \subitem \texttt {glm()}, 170 + \subitem \texttt {group\_by()}, 212, 213 + \subitem \texttt {hcl()}, 298 + \subitem \texttt {hclust()}, 193, 194 + \subitem \texttt {head()}, 87, 88 + \subitem \texttt {help()}, 11, 12 + \subitem \texttt {I()}, 70, 71, 162, 178 + \subitem \texttt {identical()}, 201 + \subitem \texttt {inherits()}, 42, 182 + \subitem \texttt {inner\_join()}, 214 + \subitem \texttt {install.packages()}, 135 + \subitem \texttt {inverse.rle()}, 124 + \subitem \texttt {is.array()}, 52 + \subitem \texttt {is.character()}, 41 + \subitem \texttt {is.element()}, 37, 38 + \subitem \texttt {is.logical()}, 41 + \subitem \texttt {is.matrix()}, 52 + \subitem \texttt {is.na()}, 26 + \subitem \texttt {is.numeric()}, 21, 41 + \subitem \texttt {is.vector()}, 52 + \subitem \texttt {is\_tibble()}, 199 + \subitem \texttt {italic()}, 315 + \subitem \texttt {label\_bquote()}, 283 + \subitem \texttt {label\_date()}, 291 + \subitem \texttt {label\_date\_short()}, 291 + \subitem \texttt {label\_time()}, 291 + \subitem \texttt {labs()}, 286, 313 + \subitem \texttt {left\_join()}, 214 + \subitem \texttt {length()}, 24, 43, 52, 87, 150, 177 + \subitem \texttt {levels()}, 58, 61, 82 + \subitem \texttt {levels()<-}, 60, 82 + \subitem \texttt {library()}, 135 + \subitem \texttt {list()}, 63 + \subitem \texttt {list.dirs()}, 327 + \subitem \texttt {list.files()}, 327 + \subitem \texttt {lm()}, 83, 138, 158, 159, 162, 165, 167, 187, + 265 + \subitem \texttt {load()}, 85 + \subitem \texttt {log()}, 178 + \subitem \texttt {log(), log10(), log2()}, 19 + \subitem \texttt {ls()}, 25, 86 + \subitem \texttt {mad()}, 150 + \subitem \texttt {manova()}, 187 + \subitem \texttt {matches()}, 211 + \subitem \texttt {matrix()}, 52, 156 + \subitem \texttt {max()}, 123, 150 + \subitem \texttt {mean()}, 121, 123, 150 + \subitem \texttt {median()}, 150 + \subitem \texttt {methods()}, 144 + \subitem \texttt {mget()}, 125 + \subitem \texttt {min()}, 123, 150 + \subitem \texttt {mode()}, 41, 150, 351 + \subitem \texttt {model.frame()}, 163 + \subitem \texttt {model.matrix()}, 163 + \subitem \texttt {mutate()}, 209 + \subitem \texttt {my\_print()}, 146 + \subitem \texttt {names()}, 82, 87, 211, 351 + \subitem \texttt {names()<-}, 82 + \subitem \texttt {names<-()}, 211 + \subitem \texttt {nc\_open()}, 352 + \subitem \texttt {ncol()}, 52, 87, 351 + \subitem \texttt {ncvar\_get()}, 352 + \subitem \texttt {nlme}, 174 + \subitem \texttt {nls}, 174 + \subitem \texttt {nls()}, 173, 174 + \subitem \texttt {nrow()}, 52, 87, 351 + \subitem \texttt {numeric()}, 21, 24 + \subitem \texttt {on.exit()}, 118 + \subitem \texttt {options()}, 199 + \subitem \texttt {order()}, 51, 62, 78, 79, 210 + \subitem \texttt {ordered()}, 58, 168 + \subitem \texttt {parse()}, 314, 315 + \subitem \texttt {paste()}, 254, 313, 316 + \subitem \texttt {pivot\_longer()}, 207, 208 + \subitem \texttt {pivot\_wider()}, 208 + \subitem \texttt {plain()}, 315 + \subitem \texttt {plot()}, 89--91, 144, 158, 172, 206 + \subitem \texttt {pnorm()}, 152, 153 + \subitem \texttt {poly()}, 162 + \subitem \texttt {prcomp()}, 189, 191 + \subitem \texttt {predict()}, 158, 166 + \subitem \texttt {pretty\_breaks()}, 289 + \subitem \texttt {print()}, 7, 41, 44, 66, 87, 95, 112, 137, 157, + 199, 200, 206, 351 + \subitem \texttt {prod()}, 124 + \subitem \texttt {pt()}, 152 + \subitem \texttt {qnorm()}, 153 + \subitem \texttt {quantile()}, 150 + \subitem \texttt {range()}, 150 + \subitem \texttt {read.csv()}, 331--335 + \subitem \texttt {read.csv2()}, 331--333 + \subitem \texttt {read.fortran()}, 333, 337 + \subitem \texttt {read.fwf()}, 333 + \subitem \texttt {read.spss()}, 349 + \subitem \texttt {read.systat()}, 349 + \subitem \texttt {read.table()}, 332, 333, 335, 336 + \subitem \texttt {read.xlsx()}, 347 + \subitem \texttt {read\_csv()}, 335, 339 + \subitem \texttt {read\_delim()}, 337 + \subitem \texttt {read\_excel()}, 346 + \subitem \texttt {read\_file()}, 339 + \subitem \texttt {read\_fwf()}, 337 + \subitem \texttt {read\_html()}, 340 + \subitem \texttt {read\_lines()}, 339 + \subitem \texttt {read\_ods()}, 348 + \subitem \texttt {read\_sav()}, 350 + \subitem \texttt {read\_table()}, 336, 337 + \subitem \texttt {read\_table2()}, 335, 336 + \subitem \texttt {read\_tsv()}, 337 + \subitem \texttt {readLines()}, 328 + \subitem \texttt {readRDS()}, 86 + \subitem \texttt {rel()}, 309 + \subitem \texttt {rename()}, 211 + \subitem \texttt {reorder()}, 61 + \subitem \texttt {rep()}, 23 + \subitem \texttt {resid()}, 163 + \subitem \texttt {residuals()}, 158, 163 + \subitem \texttt {rgb()}, 298 + \subitem \texttt {right\_join()}, 214 + \subitem \texttt {rle()}, 51, 124 + \subitem \texttt {rlm()}, 238 + \subitem \texttt {rm()}, 25 + \subitem \texttt {rnorm()}, 153, 154, 156 + \subitem \texttt {round()}, 28 + \subitem \texttt {rownames()}, 87 + \subitem \texttt {runif()}, 153 + \subitem \texttt {runmed()}, 124 + \subitem \texttt {save()}, 85 + \subitem \texttt {saveRDS()}, 86 + \subitem \texttt {scale\_color\_binned()}, 299 + \subitem \texttt {scale\_color\_brewer()}, 299 + \subitem \texttt {scale\_color\_continuous()}, 223, 298 + \subitem \texttt {scale\_color\_date()}, 298 + \subitem \texttt {scale\_color\_datetime()}, 298 + \subitem \texttt {scale\_color\_discrete()}, 285, 298 + \subitem \texttt {scale\_color\_distiller()}, 298 + \subitem \texttt {scale\_color\_gradient()}, 298, 299 + \subitem \texttt {scale\_color\_gradient2()}, 298 + \subitem \texttt {scale\_color\_gradientn()}, 298 + \subitem \texttt {scale\_color\_gray()}, 298 + \subitem \texttt {scale\_color\_hue()}, 298 + \subitem \texttt {scale\_color\_identity()}, 285, 300 + \subitem \texttt {scale\_color\_viridis\_c()}, 298 + \subitem \texttt {scale\_color\_viridis\_d()}, 299 + \subitem \texttt {scale\_fill\_identity()}, 300 + \subitem \texttt {scale\_x\_continuous()}, 291 + \subitem \texttt {scale\_x\_discrete()}, 295 + \subitem \texttt {scale\_x\_log10()}, 291 + \subitem \texttt {scale\_x\_reverse()}, 291 + \subitem \texttt {scale\_y\_continuous()}, 291 + \subitem \texttt {scale\_y\_log()}, 291 + \subitem \texttt {scale\_y\_log10()}, 291, 292 + \subitem \texttt {sd()}, 123, 150 + \subitem \texttt {select()}, 210, 211 + \subitem \texttt {SEM()}, 140 + \subitem \texttt {semi\_join()}, 216 + \subitem \texttt {seq()}, 23 + \subitem \texttt {set.seed()}, 154 + \subitem \texttt {setseed()}, 154 + \subitem \texttt {setwd()}, 326 + \subitem \texttt {shell()}, 326 + \subitem \texttt {signif()}, 28 + \subitem \texttt {sin()}, 19 + \subitem \texttt {slice()}, 210 + \subitem \texttt {sort()}, 51, 62, 210 + \subitem \texttt {source()}, 95 + \subitem \texttt {spread()}, 208 + \subitem \texttt {sprintf()}, 44, 45, 145, 316 + \subitem \texttt {sqrt()}, 19 + \subitem \texttt {SSmicmen()}, 174, 266 + \subitem \texttt {stage()}, 238, 239 + \subitem \texttt {starts\_with()}, 211 + \subitem \texttt {stat()}, 238 + \subitem \texttt {stat\_bin()}, 268--270, 303, 304 + \subitem \texttt {stat\_bin2d}, 270 + \subitem \texttt {stat\_bin2d()}, 270 + \subitem \texttt {stat\_bin\_hex()}, 270 + \subitem \texttt {stat\_boxplot()}, 272, 276 + \subitem \texttt {stat\_centroid()}, 280 + \subitem \texttt {stat\_count()}, 248, 268, 270 + \subitem \texttt {stat\_density()}, 276, 304 + \subitem \texttt {stat\_density2d()}, 280 + \subitem \texttt {stat\_density\_2d()}, 271 + \subitem \texttt {stat\_fit\_residuals()}, 239 + \subitem \texttt {stat\_function()}, 261 + \subitem \texttt {stat\_histogram()}, 276 + \subitem \texttt {stat\_identity()}, 226, 227 + \subitem \texttt {stat\_poly\_line()}, 267, 279 + \subitem \texttt {stat\_sf()}, 251 + \subitem \texttt {stat\_smooth}, 266 + \subitem \texttt {stat\_smooth()}, 223, 227, 264, 265, 267, 275 + \subitem \texttt {stat\_summary}, 276 + \subitem \texttt {stat\_summary()}, 223, 262--264, 280, 281 + \subitem \texttt {stat\_summary2d()}, 280 + \subitem \texttt {stat\_summary\_xy()}, 280 + \subitem \texttt {stl()}, 186, 187 + \subitem \texttt {str()}, 64, 66, 67, 82, 87, 157, 163, 351, 352 + \subitem \texttt {str\_extract()}, 209 + \subitem \texttt {strftime()}, 316 + \subitem \texttt {strptime()}, 295 + \subitem \texttt {subset()}, 75--77, 129, 196, 210 + \subitem \texttt {substitute()}, 317 + \subitem \texttt {sum()}, 124, 140 + \subitem \texttt {summarise()}, 212 + \subitem \texttt {summary()}, 88, 89, 150, 158, 160, 163, 167 + \subitem \texttt {system()}, 326 + \subitem \texttt {system.time()}, 115, 116 + \subitem \texttt {t()}, 56, 122 + \subitem \texttt {tail()}, 87, 88 + \subitem \texttt {terms()}, 163, 180 + \subitem \texttt {theme()}, 309, 310 + \subitem \texttt {theme\_bw()}, 306--308 + \subitem \texttt {theme\_classic()}, 307, 308 + \subitem \texttt {theme\_dark()}, 307 + \subitem \texttt {theme\_gray()}, 306, 307, 310 + \subitem \texttt {theme\_light()}, 307 + \subitem \texttt {theme\_linedraw()}, 307 + \subitem \texttt {theme\_minimal()}, 307 + \subitem \texttt {theme\_set()}, 307 + \subitem \texttt {theme\_void()}, 307 + \subitem \texttt {tibble()}, 199, 200, 202, 203, 209 + \subitem \texttt {tolower()}, 296 + \subitem \texttt {tools:::showNonASCIIfile()}, 330 + \subitem \texttt {toupper()}, 296 + \subitem \texttt {transmute()}, 209 + \subitem \texttt {trunc()}, 28, 29, 43 + \subitem \texttt {ts()}, 185 + \subitem \texttt {typeof()}, 41 + \subitem \texttt {ungroup()}, 212, 213 + \subitem \texttt {unique()}, 38 + \subitem \texttt {unlink()}, 86 + \subitem \texttt {unlist()}, 56, 66, 67 + \subitem \texttt {unname()}, 67 + \subitem \texttt {update()}, 183 + \subitem \texttt {update.packages()}, 135 + \subitem \texttt {var()}, 123, 140, 150 + \subitem \texttt {vcov()}, 163 + \subitem \texttt {with()}, 77 + \subitem \texttt {within()}, 129 + \subitem \texttt {write.csv()}, 331, 334 + \subitem \texttt {write.csv2}, 332 + \subitem \texttt {write.csv2()}, 334 + \subitem \texttt {write.table()}, 334 + \subitem \texttt {write.xlsx()}, 347 + \subitem \texttt {write\_csv()}, 338, 339 + \subitem \texttt {write\_csv2()}, 338 + \subitem \texttt {write\_delim()}, 338 + \subitem \texttt {write\_excel\_csv()}, 338, 339 + \subitem \texttt {write\_file()}, 339 + \subitem \texttt {write\_lines()}, 339 + \subitem \texttt {write\_ods()}, 349 + \subitem \texttt {write\_tsv()}, 338 + \subitem \texttt {xlab()}, 286 + \subitem \texttt {xlim()}, 262, 288, 289 + \subitem \texttt {xml\_find\_all()}, 343 + \subitem \texttt {xml\_text()}, 343 + \subitem \texttt {ylab()}, 286 + \subitem \texttt {ylim()}, 262, 288, 289 + + \indexspace + + \item names and their scope + \subitem \texttt {attach()}, 81, 82 + \subitem \texttt {detach()}, 81, 82, 135 + \subitem \texttt {exists()}, 147 + \subitem \texttt {transform()}, 80 + \subitem \texttt {with()}, 80, 82 + \subitem \texttt {within()}, 80, 82 + + \indexspace + + \item operators + \subitem \texttt {*}, 18, 35 + \subitem \texttt {+}, 18, 29, 311 + \subitem \texttt {-}, 18, 29 + \subitem \texttt {->}, 21, 205 + \subitem \texttt {/}, 18, 311 + \subitem \texttt {:}, 23 + \subitem \texttt {<}, 31 + \subitem \texttt {<-}, 20, 21, 49, 77 + \subitem \texttt {<<-}, 138 + \subitem \texttt {<=}, 31 + \subitem \texttt {=}, 21 + \subitem \texttt {==}, 31, 213 + \subitem \texttt {>}, 31 + \subitem \texttt {>=}, 31 + \subitem \texttt {[ , ]}, 213 + \subitem \texttt {[ ]}, 65, 73, 75--77, 79 + \subitem \texttt {[[ ]]}, 65, 68, 75, 76 + \subitem \texttt {[[]]}, 63, 73, 74 + \subitem \texttt {[]}, 73, 78 + \subitem \texttt {\$}, 72, 74--76 + \subitem \texttt {\%*\%}, 57 + \subitem \texttt {\%.>\%}, 204--206, 210 + \subitem \texttt {\%/\%}, 27 + \subitem \texttt {\%<>\%}, 204 + \subitem \texttt {\%>\%}, 203--206 + \subitem \texttt {\%T>\%}, 204 + \subitem \texttt {\%\%}, 27 + \subitem \texttt {\%in\%}, 37, 38, 40 + \subitem \texttt {\&}, 29 + \subitem \texttt {\&\&}, 29 + \subitem \texttt {\^{}}, 35 + \subitem \texttt {\textbar }, 29 + \subitem \texttt {\textbar \textbar }, 29 \end{theindex} diff --git a/references.bib b/references.bib index 6426530a..0fe61ee4 100644 --- a/references.bib +++ b/references.bib @@ -338,7 +338,6 @@ @Book{Hamming1987 year = {1987}, author = {Hamming, Richard W.}, isbn = {0486652416}, - date = {1987-03-01}, ean = {9780486652412}, pagetotal = {752}, timestamp = {2020-02-07}, diff --git a/rindex.idx b/rindex.idx index 5002ab70..04039f8e 100644 --- a/rindex.idx +++ b/rindex.idx @@ -1,150 +1,1226 @@ -\indexentry{mean()@\texttt {mean()}}{1} -\indexentry{var()@\texttt {var()}}{1} -\indexentry{sd()@\texttt {sd()}}{1} -\indexentry{median()@\texttt {median()}}{1} -\indexentry{mad()@\texttt {mad()}}{1} -\indexentry{mode()@\texttt {mode()}}{1} -\indexentry{max()@\texttt {max()}}{1} -\indexentry{min()@\texttt {min()}}{1} -\indexentry{range()@\texttt {range()}}{1} -\indexentry{quantile()@\texttt {quantile()}}{1} 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+\indexentry{dimnames()@\texttt {dimnames()}}{351} +\indexentry{nrow()@\texttt {nrow()}}{351} +\indexentry{ncol()@\texttt {ncol()}}{351} +\indexentry{print()@\texttt {print()}}{351} +\indexentry{nc\_open()@\texttt {nc\_open()}}{352} +\indexentry{str()@\texttt {str()}}{352} +\indexentry{ncvar\_get()@\texttt {ncvar\_get()}}{352} +\indexentry{tibble@\texttt {tibble}}{352} +\indexentry{download.file()@\texttt {download.file()}}{355} +\indexentry{fromJSON()@\texttt {fromJSON()}}{357} diff --git a/rindex.ilg b/rindex.ilg index 5d94961f..fdb30f5b 100644 --- a/rindex.ilg +++ b/rindex.ilg @@ -1,12 +1,76 @@ This is makeindex, version 2.16 [MiKTeX 22.10]. Scanning input file rindex.idx.... -!! Input index error (file = rindex.idx, line = 121): +!! Input index error (file = rindex.idx, line = 78): + -- Illegal null field. + +!! Input index error (file = rindex.idx, line = 88): + -- Illegal null field. + +!! Input index error (file = rindex.idx, line = 110): + -- Illegal null field. + +!! Input index error (file = rindex.idx, line = 113): + -- Extra `@' at position 2 of first argument. + +!! Input index error (file = rindex.idx, line = 471): + -- Extra `@' at position 3 of first argument. +!! Input index error (file = rindex.idx, line = 472): + -- Extra `@' at position 3 of first argument. +!! Input index error (file = rindex.idx, line = 473): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 643): -- Incomplete first argument (premature LFD). -!! Input index error (file = rindex.idx, line = 127): +!! Input index error (file = rindex.idx, line = 649): + -- Incomplete first argument (premature LFD). + +!! Input index error (file = rindex.idx, line = 700): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 709): + -- Extra `@' at position 3 of first argument. +!! Input index error (file = rindex.idx, line = 710): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 712): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 717): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 722): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 726): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 729): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 732): + -- Extra `@' at position 3 of first argument. +!! Input index error (file = rindex.idx, line = 733): + -- Extra `@' at position 3 of first argument. +!! Input index error (file = rindex.idx, line = 734): + -- Extra `@' at position 3 of first argument. + +!! Input index error (file = rindex.idx, line = 740): -- Incomplete first argument (premature LFD). -done (148 entries accepted, 2 rejected). -Sorting entries....done (1106 comparisons). -Generating output file rindex.ind....done (140 lines written, 0 warnings). + +!! Input index error (file = rindex.idx, line = 743): + -- Extra `!' at position 14 of first argument. + +!! Input index error (file = rindex.idx, line = 813): + -- Extra `@' at position 3 of first argument. +. +!! Input index error (file = rindex.idx, line = 1088): + -- Extra `@' at position 2 of first argument. + +!! Input index error (file = rindex.idx, line = 1091): + -- Extra `@' at position 2 of first argument. +done (1201 entries accepted, 25 rejected). +Sorting entries.............done (13719 comparisons). +Generating output file rindex.ind....done (591 lines written, 0 warnings). Output written in rindex.ind. Transcript written in rindex.ilg. diff --git a/rindex.ind b/rindex.ind index ebbf9aee..2af7547a 100644 --- a/rindex.ind +++ b/rindex.ind @@ -1,140 +1,591 @@ \begin{theindex} - \item \texttt {AIC()}, 10, 14 - \item \texttt {anova()}, 10, 14, 15, 18, 20, 22 - \item \texttt {aov()}, 18, 38 - \item \texttt {as.formula()}, 33 - \item \texttt {as.ts()}, 36 - \item \texttt {attributes()}, 8 - \item \texttt {austres}, 36 + \item \texttt {*}, 18, 35 + \item \texttt {+}, 18, 29, 311 + \item \texttt {-}, 18, 29 + \item \texttt {->}, 21, 205 + \item \texttt {-Inf}, 25, 34 + \item \texttt {.Machine\$double.eps}, 34 + \item \texttt {.Machine\$double.max}, 34 + \item \texttt {.Machine\$double.min}, 34 + \item \texttt {.Machine\$double.neg.eps}, 34 + \item \texttt {.Machine\$integer.max}, 34 + \item \texttt {/}, 18, 311 + \item \texttt {:}, 23 + \item \texttt {<}, 31 + \item \texttt {<-}, 20, 21, 49, 77 + \item \texttt {<<-}, 138 + \item \texttt {<=}, 31 + \item \texttt {=}, 21 + \item \texttt {==}, 31, 213 + \item \texttt {>}, 31 + \item \texttt {>=}, 31 + \item \texttt {[ , ]}, 213 + \item \texttt {[ ]}, 65, 73, 75--77, 79 + \item \texttt {[[ ]]}, 65, 68, 75, 76 + \item \texttt {[[]]}, 63, 73, 74 + \item \texttt {[]}, 73, 78 + \item \texttt {\$}, 72, 74--76 + \item \texttt {\%*\%}, 57 + \item \texttt {\%.>\%}, 204--206, 210 + \item \texttt {\%/\%}, 27 + \item \texttt {\%<>\%}, 204 + \item \texttt {\%>\%}, 203--206 + \item \texttt {\%T>\%}, 204 + \item \texttt {\%\%}, 27 + \item \texttt {\%in\%}, 37, 38, 40 + \item \texttt {\&}, 29 + \item \texttt {\&\&}, 29 + \item \texttt {\^{}}, 35 + \item \texttt {\textbar }, 29 + \item \texttt {\textbar \textbar }, 29 \indexspace - \item \texttt {BIC()}, 10, 14 - \item \texttt {biplot()}, 40 + \item \texttt {abs()}, 29, 35 + \item \texttt {aes()}, 226, 227, 236, 254 + \item \texttt {after\_scale()}, 238 + \item \texttt {after\_stat()}, 227, 238, 239 + \item \texttt {aggregate()}, 130, 212 + \item \texttt {AIC()}, 158, 162 + \item \texttt {all()}, 30 + \item \texttt {annotate()}, 259, 300, 301, 303 + \item \texttt {annotation\_custom()}, 259, 301 + \item \texttt {anova()}, 126, 127, 158, 162, 163, 167, 170, 171 + \item \texttt {anti\_join()}, 216 + \item \texttt {any()}, 30 + \item \texttt {aov()}, 167, 187 + \item \texttt {append()}, 23, 64 + \item \texttt {apply()}, 117, 119, 121, 122 + \item \texttt {arrange()}, 210 + \item \texttt {array}, 52, 78 + \item \texttt {array()}, 55 + \item \texttt {as.character()}, 42, 43, 59 + \item \texttt {as.data.frame()}, 201 + \item \texttt {as.formula()}, 182, 183 + \item \texttt {as.integer()}, 43 + \item \texttt {as.logical()}, 42, 43 + \item \texttt {as.matrix()}, 52 + \item \texttt {as.numeric()}, 42, 43, 59 + \item \texttt {as.ts()}, 185 + \item \texttt {as.vector()}, 56 + \item \texttt {as\_tibble()}, 199 + \item \texttt {assign()}, 124, 125, 129, 138, 205 + \item \texttt {attach()}, 77, 81, 82 + \item \texttt {attr()}, 82 + \item \texttt {attr()<-}, 82 + \item \texttt {attributes()}, 82, 157, 351 + \item \texttt {austres}, 186 \indexspace - \item \texttt {call}, 26 - \item \texttt {cars}, 7, 11 - \item \texttt {class()}, 8 - \item \texttt {coef()}, 10, 14, 19 - \item \texttt {coefficients()}, 14 - \item \texttt {cor()}, 7--9 - \item \texttt {cor.test()}, 8, 9 - \item \texttt {cutree()}, 44 + \item \texttt {basename()}, 326 + \item \texttt {BIC()}, 158, 162 + \item \texttt {biplot()}, 190 + \item \texttt {bold()}, 315 + \item \texttt {bolditalic()}, 315 + \item \texttt {bquote()}, 316 + \item \texttt {break()}, 112, 114 \indexspace - \item \texttt {decompose()}, 37 - \item \texttt {dist}, 43 + \item \texttt {c()}, 22, 63 + \item \texttt {call}, 176 + \item \texttt {cars}, 155, 159 + \item \texttt {cat()}, 41, 334 + \item \texttt {ceiling()}, 28, 29 + \item \texttt {character}, 39, 40, 44 + \item \texttt {citation()}, 12 + \item \texttt {class()}, 42, 68, 157, 201, 351 + \item \texttt {coef()}, 158, 163, 167 + \item \texttt {coefficients()}, 163 + \item \texttt {colnames()}, 87 + \item \texttt {comment()}, 82 + \item \texttt {comment()<-}, 82 + \item \texttt {contains()}, 211 + \item \texttt {contr.helmert()}, 168, 170 + \item \texttt {contr.poly()}, 170 + \item \texttt {contr.SAS()}, 168, 170 + \item \texttt {contr.sum()}, 169 + \item \texttt {contr.treatment()}, 168, 170 + \item \texttt {coord\_cartesian()}, 270 + \item \texttt {coord\_fixed()}, 270 + \item \texttt {coord\_flip()}, 275, 279 + \item \texttt {coord\_polar()}, 303 + \item \texttt {cor()}, 156, 157 + \item \texttt {cor.test()}, 156, 157 + \item \texttt {crossprod()}, 57 + \item \texttt {cummax()}, 124 + \item \texttt {cummin()}, 124 + \item \texttt {cumprod()}, 124 + \item \texttt {cumsum()}, 124 + \item \texttt {cutree()}, 194 \indexspace - \item \texttt {effects()}, 14 - \item \texttt {eurodist}, 42, 43 + \item \texttt {data()}, 84 + \item \texttt {data.frame}, 68, 69, 198, 335 + \item \texttt {data.frame()}, 68, 71, 200, 203 + \item \texttt {decompose()}, 186 + \item \texttt {detach()}, 81, 82, 135 + \item \texttt {diag()}, 57 + \item \texttt {diff()}, 124 + \item \texttt {diffinv()}, 124 + \item \texttt {dim()}, 52, 82, 351 + \item \texttt {dim()<-}, 82 + \item \texttt {dimnames()}, 351 + \item \texttt {dir()}, 327 + \item \texttt {dirname()}, 326 + \item \texttt {dist}, 193 + \item \texttt {do.call()}, 126, 127 + \item \texttt {double}, 21, 34, 35, 50 + \item \texttt {double()}, 21 + \item \texttt {download.file()}, 355 \indexspace - \item \texttt {factor()}, 19 - \item \texttt {fitted()}, 10, 14 - \item \texttt {fitted.values()}, 14 - \item \texttt {formula}, 26, 27 + \item \texttt {effects()}, 163 + \item \texttt {ends\_with()}, 211 + \item \texttt {eurodist}, 191, 193 + \item \texttt {excel\_sheets()}, 346 + \item \texttt {exists()}, 147 + \item \texttt {exp()}, 19 + \item \texttt {expand\_limits()}, 288 + \item \texttt {expression()}, 313--315 \indexspace - \item \texttt {glm()}, 21 + \item \texttt {facet\_grid()}, 281 + \item \texttt {facet\_wrap()}, 281, 284, 304 + \item \texttt {factor}, 57 + \item \texttt {factor()}, 58, 60, 61, 168 + \item \texttt {factorial()}, 124 + \item \texttt {FALSE}, 27 + \item \texttt {file.path()}, 328 + \item \texttt {filter()}, 210 + \item \texttt {fitted()}, 158, 163 + \item \texttt {fitted.values()}, 163 + \item \texttt {for}, 110--112, 114, 115 + \item \texttt {format()}, 44, 45, 316 + \item \texttt {formula}, 176, 177 + \item \texttt {fromJSON()}, 357 + \item \texttt {full\_join()}, 214 + \item \texttt {function()}, 137 \indexspace - \item \texttt {hclust()}, 43, 44 + \item \texttt {gather()}, 208 + \item \texttt {geom\_abline}, 247 + \item \texttt {geom\_area}, 247 + \item \texttt {geom\_area()}, 247, 296 + \item \texttt {geom\_bar()}, 248, 268, 296, 304, 305 + \item \texttt {geom\_bin2d()}, 270 + \item \texttt {geom\_boxplot()}, 272 + \item \texttt {geom\_col()}, 248, 250, 296 + \item \texttt {geom\_curve()}, 246 + \item \texttt {geom\_density()}, 271 + \item \texttt {geom\_density\_2d()}, 272 + \item \texttt {geom\_errorbar}, 245 + \item \texttt {geom\_errorbar()}, 264 + \item \texttt {geom\_grob()}, 256, 259 + \item \texttt {geom\_grob\_npc()}, 260 + \item \texttt {geom\_hex()}, 270 + \item \texttt {geom\_histogram()}, 268, 270 + \item \texttt {geom\_hline}, 247 + \item \texttt {geom\_hline()}, 296, 303 + \item \texttt {geom\_label}, 253, 313 + \item \texttt {geom\_label()}, 252, 253, 255, 296 + \item \texttt {geom\_label\_npc()}, 260 + \item \texttt {geom\_label\_repel()}, 255 + \item \texttt {geom\_line}, 230, 247 + \item \texttt {geom\_line()}, 223, 230, 240, 245--247, 275, 296 + \item \texttt {geom\_linerange()}, 264 + \item \texttt {geom\_path()}, 246, 247 + \item \texttt {geom\_plot()}, 256, 258 + \item \texttt {geom\_plot\_npc()}, 260 + \item \texttt {geom\_point}, 230, 247, 253 + \item \texttt {geom\_point()}, 223, 229, 239, 240, 244, 275, + 280, 281, 296 + \item \texttt {geom\_pointrange()}, 245, 262, 264 + \item \texttt {geom\_polygom}, 247 + \item \texttt {geom\_polygon()}, 304 + \item \texttt {geom\_range()}, 245 + \item \texttt {geom\_rect()}, 251 + \item \texttt {geom\_ribbon}, 247 + \item \texttt {geom\_rug()}, 245 + \item \texttt {geom\_segment()}, 246 + \item \texttt {geom\_sf()}, 251 + \item \texttt {geom\_sf\_label()}, 251 + \item \texttt {geom\_sf\_text()}, 251 + \item \texttt {geom\_smooth()}, 227, 264, 278 + \item \texttt {geom\_spoke()}, 246 + \item \texttt {geom\_step()}, 246 + \item \texttt {geom\_table}, 256 + \item \texttt {geom\_table()}, 256--258 + \item \texttt {geom\_table\_npc()}, 260 + \item \texttt {geom\_text}, 253, 256, 313 + \item \texttt {geom\_text()}, 252--255, 296, 313 + \item \texttt {geom\_text\_npc()}, 260 + \item \texttt {geom\_text\_repel()}, 255 + \item \texttt {geom\_tile()}, 250, 251 + \item \texttt {geom\_violin()}, 273 + \item \texttt {geom\_vline}, 247 + \item \texttt {geom\_vline()}, 296, 303 + \item \texttt {get()}, 125 + \item \texttt {getElement()}, 130 + \item \texttt {getwd()}, 326 + \item \texttt {ggplot()}, 95, 235--237, 315 + \item \texttt {ggplotGrob()}, 301 + \item \texttt {ggtitle()}, 285, 286 + \item \texttt {gl()}, 58, 59 + \item \texttt {glm()}, 170 + \item \texttt {group\_by()}, 212, 213 \indexspace - \item \texttt {I()}, 13, 28 - \item \texttt {inherits()}, 32 - \item \texttt {InsectSpray}, 21 - \item \texttt {InsectSprays}, 17 - \item \texttt {iris}, 38 + \item \texttt {hcl()}, 298 + \item \texttt {hclust()}, 193, 194 + \item \texttt {head()}, 87, 88 + \item \texttt {help()}, 11, 12 \indexspace - \item \texttt {length()}, 1, 28 - \item \texttt {list}, 28 - \item \texttt {lm()}, 9, 10, 13, 18, 38 - \item \texttt {log()}, 28 + \item \texttt {I()}, 70, 71, 162, 178 + \item \texttt {identical()}, 201 + \item \texttt {if ()}, 105 + \item \texttt {if () \ldots \ else}, 105 + \item \texttt {if()}, 102 + \item \texttt {if()\ldots else}, 102 + \item \texttt {ifelse()}, 108, 109 + \item \texttt {Inf}, 25, 34 + \item \texttt {inherits()}, 42, 182 + \item \texttt {inner\_join()}, 214 + \item \texttt {InsectSpray}, 171 + \item \texttt {InsectSprays}, 166 + \item \texttt {install.packages()}, 135 + \item \texttt {integer}, 21, 26, 34, 35, 50 + \item \texttt {inverse.rle()}, 124 + \item \texttt {iris}, 187, 207 + \item \texttt {is.array()}, 52 + \item \texttt {is.character()}, 41 + \item \texttt {is.element()}, 37, 38 + \item \texttt {is.logical()}, 41 + \item \texttt {is.matrix()}, 52 + \item \texttt {is.na()}, 26 + \item \texttt {is.numeric()}, 21, 41 + \item \texttt {is.vector()}, 52 + \item \texttt {is\_tibble()}, 199 + \item \texttt {italic()}, 315 \indexspace - \item \texttt {mad()}, 1 - \item \texttt {manova()}, 38 - \item \texttt {matrix()}, 7 - \item \texttt {max()}, 1 - \item \texttt {mean()}, 1 - \item \texttt {median()}, 1 - \item \texttt {min()}, 1 - \item \texttt {mode()}, 1 - \item \texttt {model.frame()}, 14 - \item \texttt {model.matrix()}, 14 + \item \texttt {label\_bquote()}, 283 + \item \texttt {label\_date()}, 291 + \item \texttt {label\_date\_short()}, 291 + \item \texttt {label\_time()}, 291 + \item \texttt {labs()}, 286, 313 + \item \texttt {lapply()}, 88, 117, 119 + \item \texttt {left\_join()}, 214 + \item \texttt {length()}, 24, 43, 52, 87, 150, 177 + \item \texttt {LETTERS}, 46 + \item \texttt {letters}, 46 + \item \texttt {levels()}, 58, 61, 82 + \item \texttt {levels()<-}, 60, 82 + \item \texttt {library()}, 135 + \item \texttt {list}, 62, 68, 88, 138, 177, 198 + \item \texttt {list()}, 63 + \item \texttt {list.dirs()}, 327 + \item \texttt {list.files()}, 327 + \item \texttt {lm}, 138 + \item \texttt {lm()}, 83, 138, 158, 159, 162, 165, 167, 187, 265 + \item \texttt {load()}, 85 + \item \texttt {log()}, 178 + \item \texttt {log(), log10(), log2()}, 19 + \item \texttt {logical}, 29, 45, 103, 105 + \item \texttt {ls()}, 25, 86 \indexspace - \item \texttt {nlme}, 25 - \item \texttt {nls}, 25 - \item \texttt {nls()}, 24, 25 - \item \texttt {nottem}, 36 - \item \texttt {npk}, 31 + \item \texttt {mad()}, 150 + \item \texttt {manova()}, 187 + \item \texttt {matches()}, 211 + \item \texttt {matrix}, 52, 55, 78, 88, 198 + \item \texttt {matrix()}, 52, 156 + \item \texttt {max()}, 123, 150 + \item \texttt {mean()}, 121, 123, 150 + \item \texttt {median()}, 150 + \item \texttt {methods()}, 144 + \item \texttt {mget()}, 125 + \item \texttt {min()}, 123, 150 + \item \texttt {mode()}, 41, 150, 351 + \item \texttt {model.frame()}, 163 + \item \texttt {model.matrix()}, 163 + \item \texttt {month.abb}, 46 + \item \texttt {month.name}, 46 + \item \texttt {mtcars}, 228 + \item \texttt {mutate()}, 209 + \item \texttt {my\_print()}, 146 \indexspace - \item \texttt {ordered()}, 19 + \item \texttt {NA}, 25, 26, 45 + \item \texttt {NA\_character\_}, 45 + \item \texttt {NA\_real\_}, 45 + \item \texttt {names()}, 82, 87, 211, 351 + \item \texttt {names()<-}, 82 + \item \texttt {names<-()}, 211 + \item \texttt {NaN}, 25 + \item \texttt {nc\_open()}, 352 + \item \texttt {ncol()}, 52, 87, 351 + \item \texttt {ncvar\_get()}, 352 + \item \texttt {next()}, 112, 114 + \item \texttt {nlme}, 174 + \item \texttt {nls}, 174 + \item \texttt {nls()}, 173, 174 + \item \texttt {nottem}, 186 + \item \texttt {npk}, 181 + \item \texttt {nrow()}, 52, 87, 351 + \item \texttt {numeric}, 18, 21, 39, 40, 50, 105 + \item \texttt {numeric()}, 21, 24 \indexspace - \item \texttt {plot()}, 10, 22 - \item \texttt {pnorm()}, 4 - \item \texttt {poly()}, 13 - \item \texttt {prcomp()}, 39, 42 - \item \texttt {predict()}, 10, 17 - \item \texttt {print()}, 8 - \item \texttt {pt()}, 4 - \item \texttt {Puromycin}, 25 + \item \texttt {on.exit()}, 118 + \item \texttt {options()}, 199 + \item \texttt {Orange}, 245 + \item \texttt {order()}, 51, 62, 78, 79, 210 + \item \texttt {ordered()}, 58, 168 \indexspace - \item \texttt {qnorm()}, 4 - \item \texttt {quantile()}, 1 + \item \texttt {parse()}, 314, 315 + \item \texttt {paste()}, 254, 313, 316 + \item \texttt {pi}, 19 + \item \texttt {pivot\_longer()}, 207, 208 + \item \texttt {pivot\_wider()}, 208 + \item \texttt {plain()}, 315 + \item \texttt {plot()}, 89--91, 144, 158, 172, 206 + \item \texttt {pnorm()}, 152, 153 + \item \texttt {poly()}, 162 + \item \texttt {prcomp()}, 189, 191 + \item \texttt {predict()}, 158, 166 + \item \texttt {pretty\_breaks()}, 289 + \item \texttt {print()}, 7, 41, 44, 66, 87, 95, 112, 137, 157, + 199, 200, 206, 351 + \item \texttt {prod()}, 124 + \item \texttt {pt()}, 152 + \item \texttt {Puromycin}, 174, 266 \indexspace - \item \texttt {range()}, 1 - \item \texttt {resid()}, 14 - \item \texttt {residuals()}, 10, 14 - \item \texttt {rnorm()}, 5--7 - \item \texttt {runif()}, 5 + \item \texttt {qnorm()}, 153 + \item \texttt {quantile()}, 150 \indexspace - \item \texttt {sd()}, 1 - \item \texttt {set.seed()}, 5 - \item \texttt {setseed()}, 6 - \item \texttt {SSmicmen()}, 25 - \item \texttt {stl()}, 37 - \item \texttt {str()}, 8, 15 - \item \texttt {summary()}, 2, 10--12, 15, 18, 19 + \item \texttt {range()}, 150 + \item \texttt {read.csv()}, 331--335 + \item \texttt {read.csv2()}, 331--333 + \item \texttt {read.fortran()}, 333, 337 + \item \texttt {read.fwf()}, 333 + \item \texttt {read.spss()}, 349 + \item \texttt {read.systat()}, 349 + \item \texttt {read.table()}, 332, 333, 335, 336 + \item \texttt {read.xlsx()}, 347 + \item \texttt {read\_csv()}, 335, 339 + \item \texttt {read\_delim()}, 337 + \item \texttt {read\_excel()}, 346 + \item \texttt {read\_file()}, 339 + \item \texttt {read\_fwf()}, 337 + \item \texttt {read\_html()}, 340 + \item \texttt {read\_lines()}, 339 + \item \texttt {read\_ods()}, 348 + \item \texttt {read\_sav()}, 350 + \item \texttt {read\_table()}, 336, 337 + \item \texttt {read\_table2()}, 335, 336 + \item \texttt {read\_tsv()}, 337 + \item \texttt {readLines()}, 328 + \item \texttt {readRDS()}, 86 + \item \texttt {rel()}, 309 + \item \texttt {rename()}, 211 + \item \texttt {reorder()}, 61 + \item \texttt {rep()}, 23 + \item \texttt {repeat}, 110, 114, 115 + \item \texttt {resid()}, 163 + \item \texttt {residuals()}, 158, 163 + \item \texttt {return()}, 138 + \item \texttt {rgb()}, 298 + \item \texttt {right\_join()}, 214 + \item \texttt {rle()}, 51, 124 + \item \texttt {rlm()}, 238 + \item \texttt {rm()}, 25 + \item \texttt {rnorm()}, 153, 154, 156 + \item \texttt {round()}, 28 + \item \texttt {rownames()}, 87 + \item \texttt {runif()}, 153 + \item \texttt {runmed()}, 124 \indexspace - \item \texttt {terms()}, 14, 30 - \item \texttt {ts()}, 36 + \item \texttt {sapply}, 88 + \item \texttt {sapply()}, 88, 117, 119 + \item \texttt {save()}, 85 + \item \texttt {saveRDS()}, 86 + \item \texttt {scale\_color\_binned()}, 299 + \item \texttt {scale\_color\_brewer()}, 299 + \item \texttt {scale\_color\_continuous()}, 223, 298 + \item \texttt {scale\_color\_date()}, 298 + \item \texttt {scale\_color\_datetime()}, 298 + \item \texttt {scale\_color\_discrete()}, 285, 298 + \item \texttt {scale\_color\_distiller()}, 298 + \item \texttt {scale\_color\_gradient()}, 298, 299 + \item \texttt {scale\_color\_gradient2()}, 298 + \item \texttt {scale\_color\_gradientn()}, 298 + \item \texttt {scale\_color\_gray()}, 298 + \item \texttt {scale\_color\_hue()}, 298 + \item \texttt {scale\_color\_identity()}, 285, 300 + \item \texttt {scale\_color\_viridis\_c()}, 298 + \item \texttt {scale\_color\_viridis\_d()}, 299 + \item \texttt {scale\_fill\_identity()}, 300 + \item \texttt {scale\_x\_continuous()}, 291 + \item \texttt {scale\_x\_discrete()}, 295 + \item \texttt {scale\_x\_log10()}, 291 + \item \texttt {scale\_x\_reverse()}, 291 + \item \texttt {scale\_y\_continuous()}, 291 + \item \texttt {scale\_y\_log()}, 291 + \item \texttt {scale\_y\_log10()}, 291, 292 + \item \texttt {sd()}, 123, 150 + \item \texttt {select()}, 210, 211 + \item \texttt {SEM()}, 140 + \item \texttt {semi\_join()}, 216 + \item \texttt {seq()}, 23 + \item \texttt {set.seed()}, 154 + \item \texttt {setseed()}, 154 + \item \texttt {setwd()}, 326 + \item \texttt {shell()}, 326 + \item \texttt {signif()}, 28 + \item \texttt {sin()}, 19 + \item \texttt {slice()}, 210 + \item \texttt {sort()}, 51, 62, 210 + \item \texttt {source()}, 95 + \item \texttt {spread()}, 208 + \item \texttt {sprintf()}, 44, 45, 145, 316 + \item \texttt {sqrt()}, 19 + \item \texttt {SSmicmen()}, 174, 266 + \item \texttt {stage()}, 238, 239 + \item \texttt {starts\_with()}, 211 + \item \texttt {stat()}, 238 + \item \texttt {stat\_bin()}, 268--270, 303, 304 + \item \texttt {stat\_bin2d}, 270 + \item \texttt {stat\_bin2d()}, 270 + \item \texttt {stat\_bin\_hex()}, 270 + \item \texttt {stat\_boxplot()}, 272, 276 + \item \texttt {stat\_centroid()}, 280 + \item \texttt {stat\_count()}, 248, 268, 270 + \item \texttt {stat\_density()}, 276, 304 + \item \texttt {stat\_density2d()}, 280 + \item \texttt {stat\_density\_2d()}, 271 + \item \texttt {stat\_fit\_residuals()}, 239 + \item \texttt {stat\_function()}, 261 + \item \texttt {stat\_histogram()}, 276 + \item \texttt {stat\_identity()}, 226, 227 + \item \texttt {stat\_poly\_line()}, 267, 279 + \item \texttt {stat\_sf()}, 251 + \item \texttt {stat\_smooth}, 266 + \item \texttt {stat\_smooth()}, 223, 227, 264, 265, 267, 275 + \item \texttt {stat\_summary}, 276 + \item \texttt {stat\_summary()}, 223, 262--264, 280, 281 + \item \texttt {stat\_summary2d()}, 280 + \item \texttt {stat\_summary\_xy()}, 280 + \item \texttt {stl()}, 186, 187 + \item \texttt {str()}, 64, 66, 67, 82, 87, 157, 163, 351, 352 + \item \texttt {str\_extract()}, 209 + \item \texttt {strftime()}, 316 + \item \texttt {strptime()}, 295 + \item \texttt {subset()}, 75--77, 129, 196, 210 + \item \texttt {substitute()}, 317 + \item \texttt {sum()}, 124, 140 + \item \texttt {summarise()}, 212 + \item \texttt {summary()}, 88, 89, 150, 158, 160, 163, 167 + \item \texttt {switch()}, 105, 107, 108 + \item \texttt {system()}, 326 + \item \texttt {system.time()}, 115, 116 \indexspace - \item \texttt {update()}, 33 + \item \texttt {t()}, 56, 122 + \item \texttt {tail()}, 87, 88 + \item \texttt {tbl}, 198 + \item \texttt {tbl\_df}, 199 + \item \texttt {terms()}, 163, 180 + \item \texttt {theme()}, 309, 310 + \item \texttt {theme\_bw()}, 306--308 + \item \texttt {theme\_classic()}, 307, 308 + \item \texttt {theme\_dark()}, 307 + \item \texttt {theme\_gray()}, 306, 307, 310 + \item \texttt {theme\_light()}, 307 + \item \texttt {theme\_linedraw()}, 307 + \item \texttt {theme\_minimal()}, 307 + \item \texttt {theme\_set()}, 307 + \item \texttt {theme\_void()}, 307 + \item \texttt {tibble}, 199, 200, 208, 335, 350, 352 + \item \texttt {tibble()}, 199, 200, 202, 203, 209 + \item \texttt {tolower()}, 296 + \item \texttt {tools:::showNonASCIIfile()}, 330 + \item \texttt {toupper()}, 296 + \item \texttt {transform()}, 80 + \item \texttt {transmute()}, 209 + \item \texttt {TRUE}, 27 + \item \texttt {trunc()}, 28, 29, 43 + \item \texttt {ts()}, 185 + \item \texttt {typeof()}, 41 \indexspace - \item \texttt {var()}, 1 - \item \texttt {vcov()}, 14 + \item \texttt {ungroup()}, 212, 213 + \item \texttt {unique()}, 38 + \item \texttt {unlink()}, 86 + \item \texttt {unlist()}, 56, 66, 67 + \item \texttt {unname()}, 67 + \item \texttt {update()}, 183 + \item \texttt {update.packages()}, 135 + + \indexspace + + \item \texttt {vapply()}, 88, 119--121 + \item \texttt {var()}, 123, 140, 150 + \item \texttt {vcov()}, 163 + \item \texttt {vector}, 22 + + \indexspace + + \item \texttt {while}, 110, 113--115 + \item \texttt {with()}, 77, 80, 82 + \item \texttt {within()}, 80, 82, 129 + \item \texttt {write.csv()}, 331, 334 + \item \texttt {write.csv2}, 332 + \item \texttt {write.csv2()}, 334 + \item \texttt {write.table()}, 334 + \item \texttt {write.xlsx()}, 347 + \item \texttt {write\_csv()}, 338, 339 + \item \texttt {write\_csv2()}, 338 + \item \texttt {write\_delim()}, 338 + \item \texttt {write\_excel\_csv()}, 338, 339 + \item \texttt {write\_file()}, 339 + \item \texttt {write\_lines()}, 339 + \item \texttt {write\_ods()}, 349 + \item \texttt {write\_tsv()}, 338 + + \indexspace + + \item \texttt {xlab()}, 286 + \item \texttt {xlim()}, 262, 288, 289 + \item \texttt {xml\_find\_all()}, 343 + \item \texttt {xml\_text()}, 343 + + \indexspace + + \item \texttt {ylab()}, 286 + \item \texttt {ylim()}, 262, 288, 289 \end{theindex} diff --git a/using-r-main-crc.Rnw b/using-r-main-crc.Rnw index b8f72f77..f794c559 100644 --- a/using-r-main-crc.Rnw +++ b/using-r-main-crc.Rnw @@ -179,7 +179,7 @@ other_diag() \listoffigures <>= -incl_all <- FALSE +incl_all <- TRUE @ %\include{frontmatter/foreword} diff --git a/using-r-main-crc.idx b/using-r-main-crc.idx index 8b541fe1..e1e8633e 100644 --- a/using-r-main-crc.idx +++ b/using-r-main-crc.idx @@ -1,88 +1,1593 @@ -\indexentry{functions!base R}{1} -\indexentry{summaries!statistical}{1} -\indexentry{distributions|(}{2} -\indexentry{Normal distribution}{2} -\indexentry{distributions!density from parameters}{3} -\indexentry{distributions!probabilities from quantiles}{3} -\indexentry{distributions!quantiles from probabilities}{4} -\indexentry{random draws|see{distributions!pseudo-random draws}}{5} -\indexentry{distributions!pseudo-random draws}{5} -\indexentry{random numbers|see{pseudo-random numbers}}{5} -\indexentry{pseudo-random numbers}{5} -\indexentry{random sampling|see{pseudo-random sampling}}{6} -\indexentry{pseudo-random sampling}{6} -\indexentry{distributions|)}{6} -\indexentry{correlation|(}{6} -\indexentry{correlation!parametric}{7} -\indexentry{correlation!Pearson}{7} -\indexentry{correlation!non-parametric}{9} -\indexentry{correlation!Kendall}{9} -\indexentry{correlation!Spearman}{9} -\indexentry{correlation|)}{9} -\indexentry{models fitting|(}{9} -\indexentry{models fitting|)}{10} -\indexentry{models!linear|see{linear models}}{10} -\indexentry{linear models|(}{10} -\indexentry{LM|see{linear models}}{10} -\indexentry{linear regression|see{linear models!linear regression}}{11} -\indexentry{linear models!linear regression}{11} -\indexentry{linear models!ANOVA table}{11} -\indexentry{linear models!summary table}{12} -\indexentry{linear models!polynomial regression}{13} -\indexentry{polynomial regression}{13} -\indexentry{analysis of variance|see{linear models!analysis of variance}}{17} -\indexentry{linear models!analysis of variance}{17} -\indexentry{ANOVA|see{analysis of variance}}{17} -\indexentry{SPSS@\textsf {SPSS}}{19} -\indexentry{programmes!SPSS@\textsf {SPSS}}{19} -\indexentry{SAS@\textsf {SAS}}{19} -\indexentry{programmes!SAS@\textsf {SAS}}{19} -\indexentry{S@\textsf {S}}{19} -\indexentry{languages!S@\textsf {S}}{19} -\indexentry{SPSS@\textsf {SPSS}}{19} -\indexentry{programmes!SPSS@\textsf {SPSS}}{19} -\indexentry{SAS@\textsf {SAS}}{19} -\indexentry{programmes!SAS@\textsf {SAS}}{19} -\indexentry{analysis of covariance|see{linear models!analysis of covariance}}{21} -\indexentry{linear models!analysis of covariance}{21} -\indexentry{ANCOVA|see{analysis of covariance}}{21} -\indexentry{linear models|)}{21} -\indexentry{generalized linear models|(}{21} -\indexentry{models!generalized linear|see{generalized linear models}}{21} -\indexentry{GLM|see{generalized linear models}}{21} -\indexentry{generalized linear models|)}{23} -\indexentry{non-linear models|(}{24} -\indexentry{models!non-linear|see{non-linear models}}{24} -\indexentry{NLS|see{non-linear models}}{24} -\indexentry{self-starting functions}{24} -\indexentry{Michaelis-Menten equation}{25} -\indexentry{chemical reaction kinetics}{25} -\indexentry{models!selfstart@{\texttt{selfStart}}}{25} -\indexentry{non-linear models|)}{26} -\indexentry{model formulas|(}{26} -\indexentry{analysis of variance!model formula}{31} -\indexentry{nlme@\textsf {`nlme'}}{31} -\indexentry{packages!nlme@\textsf {`nlme'}}{31} -\indexentry{lme4@\textsf {`lme4'}}{31} -\indexentry{packages!lme4@\textsf {`lme4'}}{31} -\indexentry{model formulas!manipulation}{32} -\indexentry{model formulas|)}{35} -\indexentry{time series|(}{35} -\indexentry{time 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data!remote connections|)}{356} +\indexentry{importing data!physical devices|(}{357} +\indexentry{internet-of-things}{357} +\indexentry{jsonlite@\textsf {`jsonlite'}}{357} +\indexentry{packages!jsonlite@\textsf {`jsonlite'}}{357} +\indexentry{importing data!jsonlite}{357} +\indexentry{YoctoPuce modules}{357} +\indexentry{jsonlite@\textsf {`jsonlite'}}{357} +\indexentry{packages!jsonlite@\textsf {`jsonlite'}}{357} +\indexentry{reticulate@\textsf {`reticulate'}}{358} +\indexentry{packages!reticulate@\textsf {`reticulate'}}{358} +\indexentry{Python@\textsf {Python}}{358} +\indexentry{languages!Python@\textsf {Python}}{358} +\indexentry{importing data!physical devices|)}{358} +\indexentry{importing data!databases|(}{358} +\indexentry{dbplyr@\textsf {`dbplyr'}}{358} +\indexentry{packages!dbplyr@\textsf {`dbplyr'}}{358} +\indexentry{dplyr@\textsf {`dplyr'}}{358} +\indexentry{packages!dplyr@\textsf {`dplyr'}}{358} +\indexentry{dplyr@\textsf {`dplyr'}}{358} +\indexentry{packages!dplyr@\textsf {`dplyr'}}{358} +\indexentry{RSQLite@\textsf {`RSQLite'}}{358} +\indexentry{packages!RSQLite@\textsf {`RSQLite'}}{358} +\indexentry{SQLite@\textsf {SQLite}}{358} +\indexentry{programmes!SQLite@\textsf {SQLite}}{358} +\indexentry{dbplyr@\textsf {`dbplyr'}}{358} +\indexentry{packages!dbplyr@\textsf {`dbplyr'}}{358} +\indexentry{learnrbook@\textsf {`learnrbook'}}{358} +\indexentry{packages!learnrbook@\textsf {`learnrbook'}}{358} +\indexentry{dbplyr@\textsf {`dbplyr'}}{359} +\indexentry{packages!dbplyr@\textsf {`dbplyr'}}{359} +\indexentry{dplyr@\textsf {`dplyr'}}{359} +\indexentry{packages!dplyr@\textsf {`dplyr'}}{359} +\indexentry{importing data!databases|)}{359} +\indexentry{further reading!elegant R code}{359} +\indexentry{further reading!idiosyncracies or R}{359} diff --git a/using-r-main-crc.ilg b/using-r-main-crc.ilg index fa0074bb..1bf8a3c2 100644 --- a/using-r-main-crc.ilg +++ b/using-r-main-crc.ilg @@ -1,18 +1,27 @@ This is makeindex, version 2.16 [MiKTeX 22.10]. Scanning input file using-r-main-crc.idx.... -!! Input index error (file = using-r-main-crc.idx, line = 8): +!! Input index error (file = using-r-main-crc.idx, line = 45): + -- Extra `@' at position 42 of first argument. + +!! Input index error (file = using-r-main-crc.idx, line = 317): + -- Extra `!' at position 32 of first argument. + +!! Input index error (file = using-r-main-crc.idx, line = 549): -- Extra `!' at position 31 of first argument. -!! Input index error (file = using-r-main-crc.idx, line = 27): +!! Input index error (file = using-r-main-crc.idx, line = 568): -- Extra `!' at position 36 of first argument. -!! Input index error (file = using-r-main-crc.idx, line = 33): +!! Input index error (file = using-r-main-crc.idx, line = 574): -- Extra `!' at position 39 of first argument. -!! Input index error (file = using-r-main-crc.idx, line = 46): +!! Input index error (file = using-r-main-crc.idx, line = 593): -- Extra `!' at position 41 of first argument. -done (84 entries accepted, 4 rejected). -Sorting entries....done (568 comparisons). -Generating output file using-r-main-crc.ind....done (112 lines written, 0 warnings). +.done (1587 entries accepted, 6 rejected). +Sorting entries................done (18897 comparisons). +Generating output file using-r-main-crc.ind.... +## Warning (input = using-r-main-crc.idx, line = 445; output = using-r-main-crc.ind, line = 506): + -- Unmatched range opening operator (. +.done (774 lines written, 1 warning). Output written in using-r-main-crc.ind. Transcript written in using-r-main-crc.ilg. diff --git a/using-r-main-crc.ind b/using-r-main-crc.ind index 54befc86..afffbb7a 100644 --- a/using-r-main-crc.ind +++ b/using-r-main-crc.ind @@ -1,112 +1,774 @@ \begin{theindex} + \item aesthetics ('ggplot2'), + \see{grammar of graphics, aesthetics}{219} + \item algebra of sets, 36 \item analysis of variance - \subitem model formula, 31 - \item ANCOVA, \see{analysis of covariance}{21} - \item ANOVA, \see{analysis of variance}{17} + \subitem model formula, 181 + \item ANCOVA, \see{analysis of covariance}{170} + \item annotations ('ggplot2'), + \see{grammar of graphics, annotations}{219} + \item ANOVA, \see{analysis of variance}{166} + \item \textsf {`anytime'}, 293 + \item apply functions, 117, 118 + \item arithmetic overflow, 35 + \subitem type promotion, 35 + \item arrays, 52--57 + \subitem dimensions, 55 + \item assignment, 20 + \subitem chaining, 21 + \subitem leftwise, 21 + \item attributes, 82--84 \indexspace - \item chemical reaction kinetics, 25 - \item cluster analysis, 43--45 - \item correlation, 6--9 - \subitem Kendall, 9 - \subitem non-parametric, 9 - \subitem parametric, 7 - \subitem Pearson, 7 - \subitem Spearman, 9 + \item {base \Rlang}, 3 + \item \textsf {bash}, 15, 128 + \item batch job, 7 + \item \textsf {Bio7}, 15 + \item Bioconductor, 134 + \item \textsf {`blogdown'}, 98 + \item \textsf {`bookdown'}, 98 + \item Boolean arithmetic, 29 + \item box plots, \see{plots, box and whiskers plot}{272} + \item \textsf {`broom'}, 268 \indexspace - \item distributions, 2--6 - \subitem density from parameters, 3 - \subitem probabilities from quantiles, 3 - \subitem pseudo-random draws, 5 - \subitem quantiles from probabilities, 4 + \item \textsf {C}, 15, 22, 40, 44--46, 63, 123, 134, 209, 316, 329 + \item \textsf {C++}, 2, 4, 15, 40, 46, 134, 209, 316 + \item categorical variables, \see{factors}{57} + \item chaining statements with \emph{pipes}, 128, 203--206 + \item character escape codes, 41 + \item character string delimiters, 41 + \item character strings, 40 + \item chemical reaction kinetics, 174 + \item classes, 143 + \subitem S3 class system, 143 + \item classes and modes + \subitem character, 40--41 + \subitem logical, 29--36 + \subitem numeric, integer, double, 18--29 + \item cluster analysis, 193--194 + \item \textsf {COBOL}, 330 + \item color + \subitem definitions, 297--298 + \subitem names, 297 + \item comparison of floating point numbers, 35--36 + \item comparison operators, 31--36 + \item compound code statements, 101 + \item conditional execution, 101 + \item conditional statements, 101 + \item console, 5 + \item control of execution flow, 100 + \item coordinates ('ggplot2'), + \see{grammar of graphics, coordinates}{219} + \item correlation, 155--157 + \subitem Kendall, 157 + \subitem non-parametric, 157 + \subitem parametric, 156 + \subitem Pearson, 156 + \subitem Spearman, 157 + \item CRAN, 134 \indexspace + \item data + \subitem exploration at the R console, 87--92 + \subitem loading data sets, 84 + \item data frame + \subitem replacements, 198--203 + \item data frames, 68--82 + \subitem ``filtering rows'', 75 + \subitem attaching, 81 + \subitem operating within, 75 + \subitem ordering columns, 78 + \subitem ordering rows, 78, 79 + \subitem subsetting, 75 + \item data manipulation in the tidyverse, 208--217 + \item \textsf {`data.table'}, 138, 196, 198 + \item \textsf {`dbplyr'}, 208, 358, 359 + \item deleting objects, \see {removing objects}{25} + \item devices + \subitem output, \see{graphic output devices}{320} + \item \textsf {`devtools'}, 134 + \item distributions, 151--155 + \subitem density from parameters, 151 + \subitem probabilities from quantiles, 152 + \subitem pseudo-random draws, 153 + \subitem quantiles from probabilities, 153 + \item dot-pipe operator, 204 + \item \textsf {`dplyr'}, 196, 197, 203, 208, 209, 211, 213, 214, 216, + 354, 358, 359 + \item \textsf {`dtplyr'}, 208 + + \indexspace + + \item \textsf {Eclipse}, 15 + \item editor for R scripts, 15 + \item \textsf {Emacs}, 5, 15, 345 + \item EPS ($\epsilon$), \see{machine arithmetic precision}{33} + \item \textsf {Excel}, 344 + \item exporting data + \subitem text files, 334, 338--339 + \item extensions to R, 133 + \item \textsf {`extrafont'}, 253 + + \indexspace + + \item facets ('ggplot2'), \see{grammar of graphics, facets}{219} + \item factors, 57--62 + \subitem arrange values, 62 + \subitem convert to numeric, 59 + \subitem drop unused levels, 58 + \subitem labels, 58 + \subitem levels, 58 + \subitem merge levels, 61 + \subitem ordered, 58 + \subitem rename levels, 60 + \subitem reorder levels, 61 + \subitem reorder values, 62 + \item file names + \subitem portable, 325 + \subitem script portability, 326 + \item file operations, 325--328 + \item file paths + \subitem parsing, 326 + \subitem script portability, 326 + \item floating point numbers + \subitem arithmetic, 33--35 + \item floats, \see{floating point numbers}{33} + \item folders, \see{file paths}{326} + \item for loop, 110 + \item \textsf {`foreign'}, 84, 323, 349, 350, 356 + \item formatted character strings from numbers, 44 + \item \textsf {FORTRAN}, 134, 330, 333 + \item function arguments in the tidyverse, 208 \item functions - \subitem base R, 1 + \subitem arguments, 138 + \subitem base R, 150 + \subitem defining new, 136, 139 \item further reading - \subitem statistics in R, 45 + \subitem elegant R code, 359 + \subitem grammar of graphics, 321 + \subitem idiosyncracies or R, 359 + \subitem new grammars of data, 217 + \subitem object oriented programming in R, 147 + \subitem package development, 148 + \subitem plotting, 321 + \subitem shell scripts in Unix and Linux, 15 + \subitem statistics in R, 194 + \subitem the R language, 131 + \subitem using the R language, 92 \indexspace - \item generalized linear models, 21--23 - \item GLM, \see{generalized linear models}{21} + \item generalized linear models, 170--173 + \item generic method + \subitem S3 class system, 145 + \item geometries ('ggplot2'), + \see{grammar of graphics, geometries}{219} + \item \textsf {`ggbeeswarm'}, 274 + \item \textsf {`ggforce'}, 274 + \item \textsf {`gginnards'}, 230 + \item \textsf {`ggplot2'}, 89, 219, 221, 222, 224, 226, 227, 230, + 235, 238, 240, 248, 251, 253, 256, 259--261, 263, 275, + 279--281, 285, 289, 298, 299, 303, 306, 307, 310, 311, + 313, 317, 318, 321 + \item \textsf {`ggpmisc'}, 256, 260, 267, 268, 279, 280 + \item \textsf {`ggrepel'}, 255 + \item \textsf {`ggstance'}, 275 + \item \textsf {`ggtern'}, 224 + \item \textsf {`ggtext'}, 317 + \item \textsf {Git}, 15, 134 + \item GitHub, 134 + \item GLM, \see{generalized linear models}{170} + \item \textsf {Gnu S}, 3 + \item grammar of graphics, 221, 317 + \subitem aesthetics(, 236 + \subitem aesthetics), 240 + \subitem annotations, 300--303 + \subitem binned scales, 299--300 + \subitem cartesian coordinates, 221, 232 + \subitem color and fill scales, 296--300 + \subitem column geometry, 248--250 + \subitem complete themes, 306--308 + \subitem continuous scales, 287--293 + \subitem coordinates, 224 + \subitem creating a theme, 309--311 + \subitem data, 222 + \subitem discrete scales, 295--296 + \subitem elements, 221--224 + \subitem facets, 281--284 + \subitem flipped axes(, 275 + \subitem flipped axes), 281 + \subitem function statistic, 261--262 + \subitem geometries, 223, 240--260 + \subitem horizontal geometries, 275 + \subitem horizontal statistics, 275 + \subitem identity color scales, 300 + \subitem incomplete themes, 308--309 + \subitem inset-related geometries, 256--260 + \subitem mapping of data, 222, 236--240 + \subsubitem late, 238 + \subitem orientation, 275 + \subitem plot construction, 227--235 + \subitem plot structure, 224--227 + \subitem plot workings, 224--227 + \subitem plots as R objects, 235--236 + \subitem point geometry, 240--245 + \subitem polar coordinates, 303--305 + \subitem scales, 223, 284--300 + \subitem sf geometries, 251--252 + \subitem size scales, 296 + \subitem statistics, 223, 261--274 + \subitem structure of plot objects, 235 + \subitem summary statistic, 262--264 + \subitem swap axes, 275 + \subitem text and label geometries, 252--256 + \subsubitem repulsive, 255 + \subitem themes, 224, 306--311 + \subitem tile geometry, 250--251 + \subitem time and date scales, 293--295 + \subitem various line and path geometries, 245--248 + \item graphic output devices, 320 + \item \textsf {`grid'}, 219, 226, 259, 301 + \item grid graphics coordinate systems, 260 + \item \textsf {`gridExtra'}, 258 + \item group-wise operations on data, 211--213 + \item grouping + \subitem implementation in tidyverse, 212 + + \indexspace + + \item \textsf {`haven'}, 349, 350, 356 + \item \textsf {`Hmisc'}, 263 + \item \textsf {HTML}, 317, 339, 340 + + \indexspace + + \item IDE, \see{integrated development environment}{7} + \item IDE for R, 15 + \item \textsf {ImageJ}, 15 + \item importing data + \subitem .ods files, 348--349 + \subitem .xlsx files, 345--348 + \subitem databases, 358--359 + \subitem GPX files, 343--344 + \subitem jsonlite, 357 + \subitem NeCDF files, 351--354 + \subitem other statistical software, 349--351 + \subitem physical devices, 357--358 + \subitem remote connections, 355--356 + \subitem text files, 329--338 + \subitem worksheets and workbooks, 344--349 + \subitem XML and HTML files, 339--343 + \item inequality and equality tests, 35--36 + \item integrated development environment, 7 + \item internet-of-things, 357 + \item iteration, 115 + \subitem for loop, 110 + \subitem nesting of loops, 116 + \subitem repeat loop, 114 + \subitem while loop, 113 + + \indexspace + + \item \textsf {Java}, 15, 134 + \item joins between data sources, 213--217 + \subitem filtering, 216 + \subitem mutating, 214 + \item \textsf {`jsonlite'}, 357 + + \indexspace + + \item \textsf {`knitr'}, 10, 98 \indexspace \item languages - \subitem \textsf {S}, 19 - \item linear models, 10--21 - \subitem analysis of covariance, 21 - \subitem analysis of variance, 17 - \subitem ANOVA table, 11 - \subitem linear regression, 11 - \subitem polynomial regression, 13 - \subitem summary table, 12 - \item LM, \see{linear models}{10} - \item \textsf {`lme4'}, 31 - - \indexspace - - \item MANOVA, \see{multivariate analysis of variance}{38} - \item MDS, \see {multidimensional scaling}{42} - \item Michaelis-Menten equation, 25 - \item model formulas, 26--35 - \subitem manipulation, 32 + \subitem \textsf {C}, 15, 22, 40, 44--46, 63, 123, 134, 209, 316, + 329 + \subitem \textsf {C++}, 2, 4, 15, 40, 46, 134, 209, 316 + \subitem \textsf {COBOL}, 330 + \subitem \textsf {FORTRAN}, 134, 330, 333 + \subitem \textsf {HTML}, 317, 339, 340 + \subitem \textsf {Java}, 15, 134 + \subitem {\LaTeX}, 10 + \subitem \textsf {Markdown}, 98, 317 + \subitem natural and computer, 18 + \subitem \textsf {Pascal}, 4 + \subitem \textsf {Python}, 134, 351, 358 + \subitem \textsf {Rmarkdown}, 98 + \subitem \textsf {S}, 3, 4, 167, 281 + \subitem \textsf {S-Plus}, 3 + \subitem \textsf {XHTML}, 339 + \subitem \textsf {XML}, 339, 343 + \subitem \textsf {XTML}, 340 + \item \LaTeX, 15, 98 + \item {\LaTeX}, 10 + \item \textsf {`lattice'}, 219, 260, 281 + \item \textsf {`learnrbook'}, 15, 219, 303, 325, 358 + \item linear models, 158--170 + \subitem analysis of covariance, 170 + \subitem analysis of variance, 166 + \subitem ANOVA table, 159 + \subitem contrasts, 167--170 + \subitem linear regression, 159 + \subitem polynomial regression, 162 + \subitem summary table, 160 + \item \textsf {Linux}, 4, 7, 9, 15, 91, 128, 326 + \item listing files or directories, 327 + \item lists, 62--67 + \subitem append to, 64 + \subitem convert into vector, 67 + \subitem flattening, 66 + \subitem insert into, 64 + \subitem member extraction, 63--64 + \subitem nested, 64--66 + \subitem structure, 66 + \item literate programming, 97 + \item LM, \see{linear models}{158} + \item \textsf {`lme4'}, 181 + \item logical operators, 29 + \item logical values and their algebra, 29--31 + \item long-form- and wide-form tabular data, 206 + \item loops, \seealso{iteration}{110} + \subitem faster alternatives, 115--116, 118 + \subitem nested, 116 + \item loss of numeric precision, 35 + \item \textsf {`lubridate'}, 293, 352 + + \indexspace + + \item machine arithmetic + \subitem precision, 33--35 + \subitem rounding errors, 33 + \item \textsf {`magritrr'}, 238 + \item \textsf {`magrittr'}, 196, 203--205 + \item MANOVA, \see{multivariate analysis of variance}{187} + \item \textsf {Markdown}, 98, 317 + \item math functions, 18 + \item math operators, 18 + \item matrices, 52--57 + \item matrix + \subitem dimensions, 55 + \item \textsf {`matrixStats'}, 57 + \item MDS, \see {multidimensional scaling}{191} + \item merging data from two tibbles, 213--217 + \item methods, 143 + \subitem S3 class system, 143 + \item Michaelis-Menten equation, 174 + \item \textsf {`microbenchmark'}, 115 + \item \textsf {Microsoft R Open}, 2 + \item \textsf {\hologoRobust {MiKTeX}}, 135 + \item model formulas, 176--185 + \subitem manipulation, 182 \item models - \subitem generalized linear, \see{generalized linear models}{21} - \subitem linear, \see{linear models}{10} - \subitem non-linear, \see{non-linear models}{24} - \subitem {\texttt{selfStart}}, 25 - \item models fitting, 9--10 - \item multidimensional scaling, 42--43 - \item multivariate analysis of variance, 38--39 - \item multivariate methods, 38--45 + \subitem generalized linear, \see{generalized linear models}{170} + \subitem linear, \see{linear models}{158} + \subitem non-linear, \see{non-linear models}{173} + \subitem {\texttt{selfStart}}, 174 + \item models fitting, 157--158 + \item \textsf {MS-Excel}, 330, 338, 344, 345, 347, 356 + \item \textsf {MS-Windows}, 4, 7--9, 15, 91, 135, 326, 356 + \item multidimensional scaling, 191--193 + \item multivariate analysis of variance, 187--189 + \item multivariate methods, 187--194 \indexspace - \item \textsf {`nlme'}, 31 - \item NLS, \see{non-linear models}{24} - \item non-linear models, 24--26 - \item Normal distribution, 2 + \item named vectors + \subitem mapping with, 79 + \item names and scoping, 146 + \item namespaces, 146 + \item \textsf {Nano}, 345 + \item \textsf {`ncdf4'}, 351, 356 + \item nested iteration loops, 116 + \item \textsf {NetCDF}, 351, 353, 356 + \item \textsf {netCDF}, 351 + \item netiquette, 13 + \item network etiquette, 13 + \item \textsf {`nlme'}, 181 + \item NLS, \see{non-linear models}{173} + \item non-linear models, 173--176 + \item Normal distribution, 151 + \item \textsf {Notepad}, 345 + \item numbers + \subitem double, 27 + \subitem floating point, 26 + \subitem integer, 26, 27 + \subitem whole, 26 + \item numbers and their arithmetic, 18--29 + \item numeric values, 18 + \item numeric, integer and double values, 21 + + \indexspace + + \item object names, 124 + \subitem as character strings, 124 + \item object-oriented programming, 143 + \item objects, 143 + \subitem mode, 41 + \item \textsf {Octave}, 349 + \item operating systems + \subitem \textsf {Linux}, 4, 7, 9, 15, 91, 128 + \subitem \textsf {MS-Windows}, 4, 7--9, 15, 91, 356 + \subitem \textsf {OS X}, 4, 7, 9, 15 + \subitem \textsf {Unix}, 4, 7, 9, 15, 128 + \item operators + \subitem comparison, 31--36 + \subitem defining new, 136, 142 + \subitem set, 36--40 + \item \textsf {OS X}, 4, 7, 9, 15, 135 + \item overflow, \see{arithmetic overflow}{35} \indexspace \item packages - \subitem \textsf {`lme4'}, 31 - \subitem \textsf {`nlme'}, 31 - \subitem \textsf {`stats'}, 43 - \item PCA, \see {principal components analysis}{39} - \item polynomial regression, 13 - \item principal components analysis, 39--42 + \subitem \textsf {`anytime'}, 293 + \subitem \textsf {`blogdown'}, 98 + \subitem \textsf {`bookdown'}, 98 + \subitem \textsf {`broom'}, 268 + \subitem \textsf {`data.table'}, 138, 196, 198 + \subitem \textsf {`dbplyr'}, 208, 358, 359 + \subitem \textsf {`devtools'}, 134 + \subitem \textsf {`dplyr'}, 196, 197, 203, 208, 209, 211, 213, 214, + 216, 354, 358, 359 + \subitem \textsf {`dtplyr'}, 208 + \subitem \textsf {`extrafont'}, 253 + \subitem \textsf {`foreign'}, 84, 323, 349, 350, 356 + \subitem \textsf {`ggbeeswarm'}, 274 + \subitem \textsf {`ggforce'}, 274 + \subitem \textsf {`gginnards'}, 230 + \subitem \textsf {`ggplot2'}, 89, 219, 221, 222, 224, 226, 227, + 230, 235, 238, 240, 248, 251, 253, 256, 259--261, 263, + 275, 279--281, 285, 289, 298, 299, 303, 306, 307, + 310, 311, 313, 317, 318, 321 + \subitem \textsf {`ggpmisc'}, 256, 260, 267, 268, 279, 280 + \subitem \textsf {`ggrepel'}, 255 + \subitem \textsf {`ggstance'}, 275 + \subitem \textsf {`ggtern'}, 224 + \subitem \textsf {`ggtext'}, 317 + \subitem \textsf {`grid'}, 219, 226, 259, 301 + \subitem \textsf {`gridExtra'}, 258 + \subitem \textsf {`haven'}, 349, 350, 356 + \subitem \textsf {`Hmisc'}, 263 + \subitem \textsf {`jsonlite'}, 357 + \subitem \textsf {`knitr'}, 10, 98 + \subitem \textsf {`lattice'}, 219, 260, 281 + \subitem \textsf {`learnrbook'}, 15, 219, 303, 325, 358 + \subitem \textsf {`lme4'}, 181 + \subitem \textsf {`lubridate'}, 293, 352 + \subitem \textsf {`magritrr'}, 238 + \subitem \textsf {`magrittr'}, 196, 203--205 + \subitem \textsf {`matrixStats'}, 57 + \subitem \textsf {`microbenchmark'}, 115 + \subitem \textsf {`ncdf4'}, 351, 356 + \subitem \textsf {`nlme'}, 181 + \subitem \textsf {`patchwork'}, 311, 312 + \subitem \textsf {`pkgdown'}, 98 + \subitem \textsf {`poorman'}, 209 + \subitem \textsf {`Rcpp'}, 134 + \subitem \textsf {`readODS'}, 348 + \subitem \textsf {`readr'}, 330, 334--338, 344, 347, 355 + \subitem \textsf {`readxl'}, 345, 355 + \subitem \textsf {`reshape'}, 207 + \subitem \textsf {`reshape2'}, 207 + \subitem \textsf {`reticulate'}, 134, 358 + \subitem \textsf {`RJava'}, 134 + \subitem \textsf {`RNetCDF'}, 351 + \subitem \textsf {`RSQLite'}, 358 + \subitem \textsf {`scales'}, 242, 289, 290 + \subitem \textsf {`seplyr'}, 208 + \subitem \textsf {`sf'}, 252, 343 + \subitem \textsf {`showtext'}, 253 + \subitem \textsf {`stats'}, 193 + \subitem \textsf {`stringr'}, 209 + \subitem \textsf {`Sweave'}, 10, 98 + \subitem \textsf {`tibble'}, 72, 73, 196--198, 256 + \subitem \textsf {`tidiyverse'}, 71 + \subitem \textsf {`tidync'}, 353 + \subitem \textsf {`tidyr'}, 197, 206--208, 213 + \subitem \textsf {`tidyverse'}, 83, 197, 198, 202, 203, 206--210, + 217, 256, 334, 346 + \subitem \textsf {`tools'}, 330 + \subitem using, 135 + \subitem \textsf {`utils'}, 330, 332, 337, 338, 355 + \subitem \textsf {`wrapr'}, 196, 204, 205, 238, 354 + \subitem \textsf {`xlsx'}, 347, 355 + \subitem \textsf {`xml2'}, 340 + \item \textsf {Pascal}, 4 + \item \textsf {`patchwork'}, 311, 312 + \item PCA, \see {principal components analysis}{189} + \item pipe operator, 128, 203 + \item pipes + \subitem base R, 128 + \subitem expressions in rhs, 205 + \subitem tidyverse, 203--204 + \subitem wrapr, 204--206 + \item \textsf {`pkgdown'}, 98 + \item plotmath, 313 + \item plots + \subitem aesthetics, 222 + \subitem axis position, 292 + \subitem base R graphics, 89 + \subitem bitmap output, 320 + \subitem box and whiskers plot, 272--273 + \subitem bubble plot, 243--244 + \subitem caption, 285--287 + \subitem circular, 303--305 + \subitem column plot, 248--250 + \subitem composing, 311--312 + \subitem consistent styling, 318 + \subitem coordinated panels, 281 + \subitem data summaries, 262--264 + \subitem density plot + \subsubitem 1 dimension, 271 + \subsubitem 2 dimensions, 271--272 + \subitem dot plot, 243 + \subitem error bars, 262 + \subitem filled-area plot, 247 + \subitem fitted curves, 264--268 + \subitem fonts, 253 + \subitem histograms, 268--271 + \subitem inset graphical objects, 259--260 + \subitem inset plots, 258--259 + \subitem inset tables, 256--258 + \subitem insets, 256--260 + \subitem insets as annotations, 301--302 + \subitem labels, 285--287 + \subitem layers, 222, 317 + \subitem line plot, 245--246 + \subitem major axis regression, 280 + \subitem maps and spatial plots, 251--252 + \subitem math expressions, 313--317 + \subitem maths in, 252--256 + \subitem means, 262 + \subitem medians, 262 + \subitem modular construction, 317--320 + \subitem output to files, 320 + \subitem PDF output, 320 + \subitem pie charts, 305 + \subitem plots of functions, 261--262 + \subitem Postscript output, 320 + \subitem printing, 320 + \subitem programatic construction, 318--320 + \subitem reference lines, 247--248 + \subitem rendering, 320 + \subitem reusing parts of, 318 + \subitem rug marging, 245 + \subitem saving, 320 + \subitem saving to file, \see{plots, rendering}{320} + \subitem scales + \subsubitem axis labels, 294 + \subsubitem limits, 295 + \subsubitem tick breaks, 289 + \subsubitem tick labels, 289 + \subsubitem transformations, 291 + \subitem scatter plot, 240--243 + \subitem secondary axes, 293 + \subitem smooth curves, 264--268 + \subitem statistics + \subsubitem density, 271 + \subsubitem density 2d, 271 + \subsubitem smooth, 264 + \subitem step plot, 246 + \subitem styling, 306--311 + \subitem subtitle, 285--287 + \subitem SVG output, 320 + \subitem tag, 285--287 + \subitem text in, 252--256 + \subitem tile plot, 250--251 + \subitem title, 285--287 + \subitem trellis-like, 281 + \subitem violin plot, 273--274 + \subitem wind rose, 303--305 + \subitem with colors, 296--300 + \item polynomial regression, 162 + \item \textsf {`poorman'}, 209 + \item portability, 253 + \item precision + \subitem math operations, 26 + \item principal components analysis, 189--191 \item programmes - \subitem \textsf {SAS}, 19 - \subitem \textsf {SPSS}, 19 - \item pseudo-random numbers, 5 - \item pseudo-random sampling, 6 + \subitem \textsf {bash}, 15, 128 + \subitem \textsf {Bio7}, 15 + \subitem \textsf {Eclipse}, 15 + \subitem \textsf {Emacs}, 5, 15, 345 + \subitem \textsf {Excel}, 344 + \subitem \textsf {Git}, 15, 134 + \subitem \textsf {Gnu S}, 3 + \subitem \textsf {ImageJ}, 15 + \subitem \textsf {Linux}, 15, 326 + \subitem \textsf {Microsoft R Open}, 2 + \subitem \textsf {\hologoRobust {MiKTeX}}, 135 + \subitem \textsf {MS-Excel}, 330, 338, 344, 345, 347, 356 + \subitem \textsf {MS-Windows}, 135, 326 + \subitem \textsf {Nano}, 345 + \subitem \textsf {NetCDF}, 351, 353, 356 + \subitem \textsf {netCDF}, 351 + \subitem \textsf {Notepad}, 345 + \subitem \textsf {Octave}, 349 + \subitem \textsf {OS X}, 135 + \subitem \textsf {RGUI}, 12 + \subitem \textsf {RStudio}, 5, 6, 8--10, 12, 15, 25, 91, 95, 96, + 98, 99, 134, 135, 320, 345 + \subitem \textsf {RTools}, 135 + \subitem \textsf {S}, 168 + \subitem \textsf {SAS}, 3, 167, 168, 349, 350 + \subitem \textsf {sh}, 128 + \subitem \textsf {SPPS}, 349 + \subitem \textsf {SPSS}, 3, 167, 168, 349, 350 + \subitem \textsf {SQLite}, 358 + \subitem \textsf {Stata}, 349, 350 + \subitem \textsf {Systat}, 349 + \subitem \textsf {Unix}, 15, 326 + \subitem \textsf {WEB}, 98 + \subitem \textsf {WinEdt}, 15 + \item pseudo-random numbers, 154 + \item pseudo-random sampling, 154 + \item \textsf {Python}, 134, 351, 358 \indexspace - \item random numbers, \see{pseudo-random numbers}{5} - \item random sampling, \see{pseudo-random sampling}{6} + \item {\Rlang} + \subitem help, 11 + \item {\Rlang as a language}, 2, 4 + \item {\Rlang as a program}, 2 + \item {\Rpgrm as a program}, 4 + \item random numbers, \see{pseudo-random numbers}{154} + \item random sampling, \see{pseudo-random sampling}{154} + \item Raspberry Pi, 3 + \item \textsf {`Rcpp'}, 134 + \item \textsf {`readODS'}, 348 + \item \textsf {`readr'}, 330, 334--338, 344, 347, 355 + \item \textsf {`readxl'}, 345, 355 + \item Real numbers and computers, 33 + \item recycling of arguments, 23, 115 + \item removing objects, 25 + \item reprex, \see{reproducible example}{14} + \item reproducible data analysis, 9--11 + \item reproducible example, 14 + \item \textsf {`reshape'}, 207 + \item \textsf {`reshape2'}, 207 + \item reshaping tibbles, 206--208 + \item \textsf {`reticulate'}, 134, 358 + \item \textsf {RGUI}, 12 + \item \textsf {`RJava'}, 134 + \item \textsf {Rmarkdown}, 98 + \item \textsf {`RNetCDF'}, 351 + \item ROpenScience, 134 + \item row-wise operations on data, 209--211 + \item \textsf {`RSQLite'}, 358 + \item \textsf {RStudio}, 5, 6, 8--10, 12, 15, 25, 91, 95, 96, 98, 99, + 134, 135, 320, 345 + \item \textsf {RTools}, 135 \indexspace - \item \textsf {S}, 19 - \item \textsf {SAS}, 19 - \item self-starting functions, 24 - \item \textsf {SPSS}, 19 - \item \textsf {`stats'}, 43 + \item \textsf {S}, 3, 4, 167, 168, 281 + \item \textsf {S-Plus}, 3 + \item S3 class system, 143 + \item \textsf {SAS}, 3, 167, 168, 349, 350 + \item \textsf {`scales'}, 242, 289, 290 + \item scales ('ggplot2'), \see{grammar of graphics, scales}{219} + \item scoping rules, 146 + \item script, 7 + \item scripts, 93 + \subitem debugging, 98 + \subitem definition, 94 + \subitem readability, 96 + \subitem sourcing, 95 + \subitem writing, 96 + \item self-starting functions, 174, 266 + \item \textsf {`seplyr'}, 208 + \item sequence, 23 + \item sets, 36--40 + \item \textsf {`sf'}, 252, 343 + \item \textsf {sh}, 128 + \item \textsf {`showtext'}, 253 + \item simple code statements, 101 + \item special values + \subitem NA, 25 + \subitem NaN, 25 + \item \textsf {SPPS}, 349 + \item \textsf {SPSS}, 3, 167, 168, 349, 350 + \item \textsf {SQLite}, 358 + \item StackOverflow, 13 + \item \textsf {Stata}, 349, 350 + \item statistics ('ggplot2'), + \see{grammar of graphics, statistics}{219} + \item \textsf {`stats'}, 193 + \item \textsf {`stringr'}, 209 \item summaries - \subitem statistical, 1 + \subitem statistical, 150 + \item \textsf {`Sweave'}, 10, 98 + \item \textsf {Systat}, 349 + + \indexspace + + \item text files + \subitem fixed width fields, 333 + \subitem with field markers, 330 + \item themes ('ggplot2'), \see{grammar of graphics, themes}{219} + \item tibble + \subitem differences with data frames, 198--203 + \item \textsf {`tibble'}, 72, 73, 196--198, 256 + \item \textsf {`tidiyverse'}, 71 + \item \textsf {`tidync'}, 353 + \item \textsf {`tidyr'}, 197, 206--208, 213 + \item \textsf {`tidyverse'}, 83, 197, 198, 202, 203, 206--210, 217, + 256, 334, 346 + \item time series, 185--187 + \subitem decomposition, 186 + \item \textsf {`tools'}, 330 + \item type conversion, 42--46 + \item type promotion, 35 + + \indexspace + + \item UNICODE, 253 + \item \textsf {Unix}, 4, 7, 9, 15, 128, 326 + \item UTF8, 253 + \item \textsf {`utils'}, 330, 332, 337, 338, 355 + + \indexspace + + \item variables, 20 + \item vector + \subitem run length encoding, 51 + \item vectorization, 115 + \item vectorized arithmetic, 23 + \item vectorized ifelse, 108 + \item vectors + \subitem indexing, 46--51 + \subitem member extraction, 46 + \subitem sorting, 51 + \subitem zero length, 26 + + \indexspace + + \item \textsf {WEB}, 98 + \item \textsf {WinEdt}, 15 + \item working directory, 326--327 + \item `worksheet', \see{data frame}{68} + \item \textsf {`wrapr'}, 196, 204, 205, 238, 354 + + \indexspace + + \item \textsf {XHTML}, 339 + \item \textsf {`xlsx'}, 347, 355 + \item \textsf {XML}, 339, 343 + \item \textsf {`xml2'}, 340 + \item \textsf {XTML}, 340 + + \indexspace + + \item YoctoPuce modules, 357 \indexspace - \item time series, 35--38 - \subitem decomposition, 37 + \item zero length objects, 26 \end{theindex} diff --git a/using-r-main-crc.lof b/using-r-main-crc.lof index e8f7e17e..feda46a6 100644 --- a/using-r-main-crc.lof +++ b/using-r-main-crc.lof @@ -1 +1,14 @@ \addvspace {10\p@ } +\contentsline {figure}{\numberline {1.1}{\ignorespaces The R console}}{5}{}% +\contentsline {figure}{\numberline {1.2}{\ignorespaces The R console}}{6}{}% +\contentsline {figure}{\numberline {1.3}{\ignorespaces The R console}}{6}{}% +\contentsline {figure}{\numberline {1.4}{\ignorespaces Script sourced at the R console}}{7}{}% +\contentsline {figure}{\numberline {1.5}{\ignorespaces Script at the Windows cmd promt}}{8}{}% +\contentsline {figure}{\numberline {1.6}{\ignorespaces Script in Rstudio}}{9}{}% +\addvspace {10\p@ } +\addvspace {10\p@ 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densi +ty, we have to use + [] + +File: figure/pos-wind-06-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +File: figure/pos-wind-08-1.pdf Graphic file (type pdf) + + [304] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +File: figure/pos-main-chunk-59-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [305] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) 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The + \TU/LucidaBrightOT(0)/m/it/10 themes \TU/LucidaBrightOT(0)/m/n/10 they return + [] + + +Underfull \hbox (badness 5741) in paragraph at lines 17229--17230 +\TU/LucidaBrightOT(0)/m/n/10 when called depend on the arguments passed to thei +r parameters. In + [] -LaTeX Warning: Reference `sec:calc:lists' on page 8 undefined on input line 533 -. +Underfull \hbox (badness 4217) in paragraph at lines 17229--17230 +\TU/LucidaBrightOT(0)/m/n/10 other words, [][][][][][], creates a different the +me than + [] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2244,15 +8554,22 @@ spec) spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [307] +File: figure/pos-themes-11-1.pdf Graphic file (type pdf) + + (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [8] +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [308] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) @@ -2262,15 +8579,198 @@ spec) spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -LaTeX Font Info: Font shape `TU/LucidaBrightOT(0)/m/sl' in size <9> not avai -lable -(Font) Font shape `TU/LucidaBrightOT(0)/m/it' tried instead on inp -ut line 587. -LaTeX Font Info: Font shape `TU/LucidaBrightOT(0)/m/sl' in size <10> not ava -ilable -(Font) Font shape `TU/LucidaBrightOT(0)/m/it' tried instead on inp -ut line 602. +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [309] +File: figure/pos-themes-21-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +File: figure/pos-themes-33-1.pdf Graphic file (type pdf) + + [310] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [311] +File: figure/pos-patchwork-03-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [312] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +Underfull \hbox (badness 3471) in paragraph at lines 17478--17479 +[]\TU/LucidaBrightOT(0)/m/n/10 In general it is possible to create \TU/LucidaBr +ightOT(0)/m/it/10 expressions \TU/LucidaBrightOT(0)/m/n/10 explicitly with func +tion + [] + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [313] +File: figure/pos-plotmath-02-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +File: figure/pos-plotmath-02a-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) 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+(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [314] [315] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +File: figure/pos-expr-bquote-01-1.pdf Graphic file (type pdf) + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [316] +File: figure/pos-expr-substitute-01-1.pdf Graphic file (type pdf) + + +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [317] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [318] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2282,6 +8782,8 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [319] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) @@ -2290,40 +8792,109 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [9] +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [320] [321] +Underfull \vbox (badness 10000) has occurred while 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10000) detected at line 17929 + [] + + +Overfull \hbox (395.75pt too wide) detected at line 17929 +[] + [] + + +Underfull \vbox (badness 10000) detected at line 17929 + [] + -LaTeX Warning: Reference `chap:R:as:calc' on page 10 undefined on input line 61 -8. +Overfull \hbox (395.75pt too wide) detected at line 17929 +[] + [] +Chapter 8. -LaTeX Warning: Reference `chap:R:as:calc' on page 10 undefined on input line 61 -8. +Overfull \hbox (30.0pt too wide) in paragraph at lines 17935--17935 +| + [] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -LaTeX Font Info: Font shape `TU/LucidaBrightMathOT(2)/m/n' will be -(Font) scaled to size 9.00096pt on input line 626. -LaTeX Font Info: Font shape `TU/LucidaBrightMathOT(2)/m/n' will be -(Font) scaled to size 6.00064pt on input line 626. -LaTeX Font Info: Font shape `TU/LucidaBrightMathOT(3)/m/n' will be -(Font) scaled to size 8.99904pt on input line 626. -LaTeX Font Info: Font shape `TU/LucidaBrightMathOT(3)/m/n' will be -(Font) scaled to size 5.99936pt on input line 626. - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -LaTeX Font Info: Font shape `TU/LucidaConsoleDK(2)/m/n' will be -(Font) scaled to size 8.01pt on input line 626. - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +Underfull \hbox (badness 10000) has occurred while \output is active + [][][][] + [] + +[323 + +] [324] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [325] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2335,8 +8906,6 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) 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1020 +spec) +Underfull \hbox (badness 1708) in paragraph at lines 18379--18380 +[]\TU/LucidaBrightOT(0)/m/n/10 Example file [][][][][][] contains comma-separat +ed-values with [] -Underfull \vbox (badness 1009) detected at line 1020 - [] - -[15] [16] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [331] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2458,7 +9016,7 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [332] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2467,11 +9025,6 @@ spec) spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [17] -File: figure/pos-model-6a-1.pdf Graphic file (type pdf) - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2483,8 +9036,6 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [18] -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) @@ -2501,41 +9052,15 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [333] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -Overfull \hbox (36.5521pt too wide) in paragraph at lines 1181--1181 -[]\TU/LucidaConsoleDK(0)/m/n/8 ## lm(formula = count ~ spray, data = InsectSpra -ys, contrasts = list(spray = contr.treatment))[] - [] - -[19] -Overfull \hbox (7.60808pt too wide) in paragraph at lines 1213--1213 -[]\TU/LucidaConsoleDK(0)/m/n/8 ## lm(formula = count ~ spray, data = InsectSpra -ys, contrasts = list(spray = contr.sum))[] - [] - - -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [20] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -LaTeX Font Info: Font shape `TU/LucidaConsoleDK(0)/m/sl' in size <9> not ava -ilable -(Font) Font shape `TU/LucidaConsoleDK(0)/m/it' tried instead on in -put line 1237. - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -LaTeX Font Info: Font shape `TU/LucidaConsoleDK(2)/m/sl' in size <9> not ava -ilable -(Font) Font shape `TU/LucidaConsoleDK(2)/m/it' tried instead on in -put line 1237. -LaTeX Font Info: Font shape `TU/LucidaConsoleDK(2)/m/it' will be -(Font) scaled to size 8.01pt on input line 1237. - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2555,18 +9080,13 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [334] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [21] -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -File: figure/pos-model-11-1.pdf Graphic file (type pdf) - - [22] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2576,9 +9096,7 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [23] -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [335] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2590,7 +9108,7 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [336] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2608,7 +9126,7 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [337] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2618,13 +9136,11 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [24] -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [25] +spec) [338] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2635,17 +9151,10 @@ spec) spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -Overfull \hbox (320.49217pt too wide) in paragraph at lines 1552--1552 -[]\TU/LucidaConsoleDK(0)/m/n/8 ## $ call : language nls(formula = rate ~ - SSmicmen(conc, Vm, K), data = Puromycin, subset = state == "treated", alg -orithm = "defa| __truncated__ ...[] - [] - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [26] +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2657,40 +9166,55 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [27] +spec) [339] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [340] +Underfull \vbox (badness 10000) detected at line 19081 + [] + + +Underfull \vbox (badness 10000) detected at line 19081 + [] + +[341] +Underfull \vbox (badness 10000) detected at line 19081 + [] + + +Underfull \vbox (badness 10000) detected at line 19081 + [] + +[342] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +Underfull \hbox (badness 10000) in paragraph at lines 19084--19085 +[]\TU/LucidaBrightOT(0)/m/n/10 Next we extract the text from its [][][][][][] a +ttribute, using functions + [] + + (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [28] +spec) [343] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [29] -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [30] +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [31] - -LaTeX Warning: Reference `chap:R:data' on page 32 undefined on input line 2006. - - - +spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2701,31 +9225,21 @@ spec) spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) - -LaTeX Warning: Reference `sec:R:faces:of:loops' on page 32 undefined on input l -ine 2047. - - -LaTeX Warning: Reference `sec:R:faces:of:loops' on page 32 undefined on input l -ine 2047. - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -Underfull \hbox (badness 1533) in paragraph at lines 2072--2073 -[]\TU/LucidaBrightOT(0)/m/n/10 As could be expected, a conversion constructor i -s available with name - [] - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [344] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +File: figures/Book1-xlsx.png Graphic file (type bmp) + + [345] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2735,48 +9249,28 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [32] -Underfull \vbox (badness 1038) detected at line 2268 - [] - - -Underfull \vbox (badness 1038) detected at line 2268 - [] - -[33] -Underfull \vbox (badness 10000) detected at line 2268 - [] - - -Underfull \vbox (badness 10000) detected at line 2268 - [] - -[34] +spec) [346] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [35] +spec) [347] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) +File: figures/my-data-xlsx.png Graphic file (type bmp) + + (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font +spec) [348] +(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -File: figure/pos-ts-02-1.pdf Graphic file (type pdf) - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -File: figure/pos-ts-03-1.pdf Graphic file (type pdf) - - [36] -File: figure/pos-ts-05-1.pdf Graphic file (type pdf) - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [37] +spec) [349] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2788,7 +9282,7 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [38] +spec) [350] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font @@ -2810,62 +9304,45 @@ spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [39] +spec) [351] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -File: figure/pos-pca-05-1.pdf Graphic file (type pdf) - - [40] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -File: figure/pos-pca-04-1.pdf Graphic file (type pdf) - - - -LaTeX Warning: Reference `chap:R:plotting' on page 41 undefined on input line 2 -610. - - -LaTeX Warning: Reference `chap:R:plotting' on page 41 undefined on input line 2 -610. - -[41] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [352] +Overfull \hbox (14.04007pt too wide) in paragraph at lines 19635--19635 +[]\TU/LucidaConsoleDK(0)/m/n/8 ## [1] D0,D1,D2 : pevpr, valid_yr_count **A +CTIVE GRID** ( 216576 values per variable)[] + [] + +[353] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [354] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) -(C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [42] -File: figure/pos-mds-03-1.pdf Graphic file (type pdf) - - (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) +spec) [355] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [43] -File: figure/pos-cluster-02-1.pdf Graphic file (type pdf) - - +spec) [356] (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font spec) (C:/Users/aphalo_2/Documents/texmf.user\tex/latex/lucidaot\LucidaConsoleDK.font -spec) [44] [45] +spec) [357] [358] [359] Underfull \vbox (badness 10000) has occurred while \output is active [] @@ -2902,51 +9379,51 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[46 +[360 ] -Underfull \vbox (badness 10000) detected at line 2822 +Underfull \vbox (badness 10000) detected at line 20004 [] -Overfull \hbox (395.75pt too wide) detected at line 2822 +Overfull \hbox (395.75pt too wide) detected at line 20004 [] [] -Underfull \vbox (badness 10000) detected at line 2822 +Underfull \vbox (badness 10000) detected at line 20004 [] -Overfull \hbox (395.75pt too wide) detected at line 2822 +Overfull \hbox (395.75pt too wide) detected at line 20004 [] [] -Underfull \vbox (badness 10000) detected at line 2822 +Underfull \vbox (badness 10000) detected at line 20004 [] -Overfull \hbox (395.75pt too wide) detected at line 2822 +Overfull \hbox (395.75pt too wide) detected at line 20004 [] [] -Underfull \vbox (badness 10000) detected at line 2822 +Underfull \vbox (badness 10000) detected at line 20004 [] -Overfull \hbox (395.75pt too wide) detected at line 2822 +Overfull \hbox (395.75pt too wide) detected at line 20004 [] [] -Underfull \hbox (badness 10000) detected at line 2822 +Underfull \hbox (badness 10000) detected at line 20004 [] [] -Underfull \hbox (badness 3049) in paragraph at lines 2822--2822 +Underfull \hbox (badness 3049) in paragraph at lines 20004--20004 [][]\TU/LucidaBrightOT(0)/m/n/10 Dalgaard, P. (2008). \TU/LucidaBrightOT(0)/m/i t/10 Introductory Statistics with R\TU/LucidaBrightOT(0)/m/n/10 . Springer, p. 380. \TU/LucidaBrightOT(0)/m/sc/10 isbn\TU/LucidaBrightOT(0)/m/n/10 : @@ -2957,10 +9434,10 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[47 +[361 -] +] [362] [363] Underfull \vbox (badness 10000) has occurred while \output is active [] @@ -2997,7 +9474,7 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[48 +[364 ] runsystem(makeindex using-r-main-crc.idx)...executed safely (allowed). @@ -3048,10 +9525,49 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[49 +[365 + + +] [366] [367] [368] [369] [370] [371] [372]) [373] +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \hbox (badness 10000) has occurred while \output is active + [][][][] + [] +[374 -]) [50] +] runsystem(makeindex rcatsidx.idx)...executed safely (allowed). (rcatsidx.ind @@ -3104,11 +9620,49 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[51 +[375 + + +] [376] [377] [378] [379] [380]) [381] +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + + +Underfull \vbox (badness 10000) has occurred while \output is active [] + + +Overfull \hbox (395.75pt too wide) has occurred while \output is active +[] + [] + +Underfull \hbox (badness 10000) has occurred while \output is active + [][][][] + [] +[382 -]) [52] +] runsystem(makeindex rindex.idx)...executed safely (allowed). (rindex.ind @@ -3157,28 +9711,31 @@ Underfull \hbox (badness 10000) has occurred while \output is active [][][][] [] -[53 - +[383 -]) [54] (using-r-main-crc.aux) +] [384] [385] [386] [387]) [388] (using-r-main-crc.aux) LaTeX Font Warning: Some font shapes were not available, defaults substituted. 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