From c997eea63c44487a7c8f7f1b1abce7bbf0d154bb Mon Sep 17 00:00:00 2001 From: venpopov Date: Wed, 7 Feb 2024 08:52:14 +0100 Subject: [PATCH 01/11] update sdm vignette --- vignettes/sdm-simple.Rmd | 41 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) diff --git a/vignettes/sdm-simple.Rmd b/vignettes/sdm-simple.Rmd index dd0a3e80..7a8f3af6 100644 --- a/vignettes/sdm-simple.Rmd +++ b/vignettes/sdm-simple.Rmd @@ -244,3 +244,44 @@ as.data.frame(draws) %>% shape = "diamond", size = 2.5) + scale_x_continuous(lim=c(0,20)) ``` + +The true parameters all lie within the 50% credible intervals, which is a good sign that the model is able to recover the true parameters from the data. + +As a final step, we can plot our data again, adding another line overlay with the density predicted by the estimated parameters: + +```{r warning=FALSE, message=FALSE} +# generate predicted SDM density: +ddest <- data.frame(y = rep(seq(-pi, pi, length.out=1000),3), + cond = factor(rep(c('A','B','C'), each=1000)), + c = rep(exp(brms::fixef(fit)[2:4,1]), each=1000), + kappa = rep(exp(brms::fixef(fit)[5:7,1]), each=1000)) + +# prepare labels for plots +par_labels <- data.frame(cond = c('A','B','C'), + c_est = exp(brms::fixef(fit)[2:4,1]), + kappa_est = exp(brms::fixef(fit)[5:7,1]), + c = c(2, 9, 2), + kappa = c(3, 1, 8)) +par_labels$label <- paste0('c = ', par_labels$c, ' (estimate = ', round(par_labels$c_est,2), ')\n', + 'kappa = ', par_labels$kappa, ' (estimate = ', round(par_labels$kappa_est,2), ')') + +ddest$d <- dsdm(ddest$y, mu=0, c=ddest$c, kappa=ddest$kappa, parametrization = "sqrtexp") + +# plot the data and the predicted density +ggplot(dat, aes(x=y, fill=cond)) + + geom_histogram(aes(y=..density..), binwidth = 0.1, position = "identity", alpha=0.5) + + theme_classic() + + facet_wrap(~cond) + + geom_line(data=dd, fun=dsdm, aes(y, d), color='black') + + geom_line(data=ddest, fun=dsdm, aes(y, d), color='red') + + scale_x_continuous(limits = c(-pi, pi)) + + labs(title = "Simulated data from the SDM distribution", + x = "Response error (radians)", + y = "Density") + + geom_text(data=par_labels, aes(x=-pi, y=0.9, label=label), hjust=0, vjust=0, size=3) + + scale_y_continuous(limits = c(0,1)) +``` + +The histograms represent the data, the black lines represent the predicted density from the true parameters, and the red lines represent the predicted density from the estimated parameters. We can see that the estimated parameters are able to capture the main features of the data. + +# References From 3a36c8de6af40815f9e0188925417830c033822d Mon Sep 17 00:00:00 2001 From: venpopov Date: Wed, 7 Feb 2024 08:53:48 +0100 Subject: [PATCH 02/11] update pkgdown trigger to include develop branch --- .github/workflows/pkgdown.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index b480fd08..2923af9e 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -2,9 +2,9 @@ # Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: push: - branches: [main, master] + branches: [master, develop] pull_request: - branches: [main, master] + branches: [master, develop] release: types: [published] workflow_dispatch: From ef1f4792a6a91839c1f44e2b395e0001f94bebb0 Mon Sep 17 00:00:00 2001 From: venpopov Date: Wed, 7 Feb 2024 09:01:23 +0100 Subject: [PATCH 03/11] update links to sdm vignette --- R/bmm_model_sdmSimple.R | 4 +++- R/distributions.R | 2 +- R/helpers-parameters.R | 2 +- man/SDM.Rd | 1 + man/SDMdist.Rd | 4 ++-- man/c_parametrizations.Rd | 2 +- 6 files changed, 9 insertions(+), 6 deletions(-) diff --git a/R/bmm_model_sdmSimple.R b/R/bmm_model_sdmSimple.R index b44a321e..30bfccd6 100644 --- a/R/bmm_model_sdmSimple.R +++ b/R/bmm_model_sdmSimple.R @@ -28,7 +28,9 @@ # automatically based on the information in the .model_sdmSimple()$info #' @title `r .model_sdmSimple()$info$name` #' @name SDM -#' @details `r model_info(sdmSimple())` +#' @details +#' see [vignette("sdm-simple")] for a detailed description of the model and how to use it. +#' `r model_info(sdmSimple())` #' @param ... used internally for testing, ignore it #' @return An object of class `bmmmodel` #' @export diff --git a/R/distributions.R b/R/distributions.R index 06943664..6c84f14d 100644 --- a/R/distributions.R +++ b/R/distributions.R @@ -16,7 +16,7 @@ #' @param kappa Vector of precision values #' @param log Logical; if `TRUE`, values are returned on the log scale. #' @param parametrization Character; either `"bessel"` or `"sqrtexp"` -#' (default). See `vignette("bmm_models")` for details on the +#' (default). See `vignette("sdm-simple")` for details on the #' parameterization. #' @param log.p Logical; if `TRUE`, probabilities are returned on the log #' scale. diff --git a/R/helpers-parameters.R b/R/helpers-parameters.R index eaba1f38..62009d69 100644 --- a/R/helpers-parameters.R +++ b/R/helpers-parameters.R @@ -42,7 +42,7 @@ k2sd <- function (K) { #' `c_sqrtexp2bessel` converts from the sqrtexp parametrization to the #' bessel parametrization. #' @keywords transform -#' @details See `vignette("bmm_models")` for details on the +#' @details See `vignette("sdm-simple")` for details on the #' parameterization. The sqrtexp parametrization is the default in the #' `bmm` package. #' @export diff --git a/man/SDM.Rd b/man/SDM.Rd index efa6ccb8..31cdf89b 100644 --- a/man/SDM.Rd +++ b/man/SDM.Rd @@ -17,6 +17,7 @@ An object of class \code{bmmmodel} Signal Discrimination Model (SDM) by Oberauer (2023) } \details{ +see \link{vignette("sdm-simple")} for a detailed description of the model and how to use it. \itemize{ \item \strong{Domain:} Visual working memory \item \strong{Task:} Continuous reproduction diff --git a/man/SDMdist.Rd b/man/SDMdist.Rd index 741b8c5f..f606d79d 100644 --- a/man/SDMdist.Rd +++ b/man/SDMdist.Rd @@ -37,7 +37,7 @@ rsdm(n, mu = 0, c = 3, kappa = 3.5, parametrization = "sqrtexp") \item{log}{Logical; if \code{TRUE}, values are returned on the log scale.} \item{parametrization}{Character; either \code{"bessel"} or \code{"sqrtexp"} -(default). See \code{vignette("bmm_models")} for details on the +(default). See \code{vignette("sdm-simple")} for details on the parameterization.} \item{q}{Vector of quantiles} @@ -70,7 +70,7 @@ single activation source is supported. \details{ \strong{Parametrization} -See \code{vignette("bmm_models")} for details on the parameterization. +See \code{vignette("sdm-simple")} for details on the parameterization. Oberauer (2023) introduced the SDM with the bessel parametrization. The sqrtexp parametrization is the default in the \code{bmm} package for numerical stability and efficiency. The two parametrizations are related by diff --git a/man/c_parametrizations.Rd b/man/c_parametrizations.Rd index 8e33cbb2..f0dad56b 100644 --- a/man/c_parametrizations.Rd +++ b/man/c_parametrizations.Rd @@ -25,7 +25,7 @@ bessel parametrization. Convert between parametrizations of the c parameter of the SDM distribution } \details{ -See \code{vignette("bmm_models")} for details on the +See \code{vignette("sdm-simple")} for details on the parameterization. The sqrtexp parametrization is the default in the \code{bmm} package. } From 0861938c64cf0f760faa398f98670d70c0f2ba91 Mon Sep 17 00:00:00 2001 From: venpopov Date: Wed, 7 Feb 2024 09:08:57 +0100 Subject: [PATCH 04/11] update links to sdm vignette --- R/bmm_model_sdmSimple.R | 2 +- man/SDM.Rd | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/bmm_model_sdmSimple.R b/R/bmm_model_sdmSimple.R index 30bfccd6..545207ac 100644 --- a/R/bmm_model_sdmSimple.R +++ b/R/bmm_model_sdmSimple.R @@ -29,7 +29,7 @@ #' @title `r .model_sdmSimple()$info$name` #' @name SDM #' @details -#' see [vignette("sdm-simple")] for a detailed description of the model and how to use it. +#' see `vignette("sdm-simple")` for a detailed description of the model and how to use it. #' `r model_info(sdmSimple())` #' @param ... used internally for testing, ignore it #' @return An object of class `bmmmodel` diff --git a/man/SDM.Rd b/man/SDM.Rd index 31cdf89b..8c4e4544 100644 --- a/man/SDM.Rd +++ b/man/SDM.Rd @@ -17,7 +17,7 @@ An object of class \code{bmmmodel} Signal Discrimination Model (SDM) by Oberauer (2023) } \details{ -see \link{vignette("sdm-simple")} for a detailed description of the model and how to use it. +see \code{vignette("sdm-simple")} for a detailed description of the model and how to use it. \itemize{ \item \strong{Domain:} Visual working memory \item \strong{Task:} Continuous reproduction From 2c60bab37a40f810663d26230d251cf6795dc1a9 Mon Sep 17 00:00:00 2001 From: venpopov Date: Wed, 7 Feb 2024 15:47:31 +0100 Subject: [PATCH 05/11] add vignettes about cont rep task and mixture models --- DESCRIPTION | 5 +- inst/mixture2p_vignette_fit.rds | Bin 0 -> 7393104 bytes inst/mixture2p_vignette_fit1.rds | Bin 0 -> 7393104 bytes vignettes/REFERENCES.bib | 77 +++++- vignettes/articles/vwm-crt.Rmd | 70 +++++ vignettes/mixture_models.Rmd | 302 ++++++++++++++++++++++ vignettes/mixture_models_illustration.jpg | Bin 0 -> 73104 bytes vignettes/sdm-simple.Rmd | 2 +- vignettes/vwm-crt.png | Bin 0 -> 119949 bytes 9 files changed, 448 insertions(+), 8 deletions(-) create mode 100644 inst/mixture2p_vignette_fit.rds create mode 100644 inst/mixture2p_vignette_fit1.rds create mode 100644 vignettes/articles/vwm-crt.Rmd create mode 100644 vignettes/mixture_models.Rmd create mode 100644 vignettes/mixture_models_illustration.jpg create mode 100644 vignettes/vwm-crt.png diff --git a/DESCRIPTION b/DESCRIPTION index d6d7cbc7..c9141c06 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -21,7 +21,10 @@ Suggests: rmarkdown, bookdown, tidybayes, - ggplot2 + ggplot2, + mixtur, + ggthemes, + cowplot Config/testthat/edition: 3 Imports: brms, diff --git a/inst/mixture2p_vignette_fit.rds b/inst/mixture2p_vignette_fit.rds new file mode 100644 index 0000000000000000000000000000000000000000..02a97753464cdf2c1be9c1b1059249a2286d563e GIT binary patch literal 7393104 zcmeFZd0bNK+b`U(%cd>0+i8PJZFkxzm6bE>cDrq6Nt0PBl9`!W4k;=sU|FeIQn|}Y zg+sKlweEG@*ZSVq 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