documentation.yml

toc:
  - name: 'Basic Descriptive Statistics'
  - min
  - max
  - sum
  - sumSimple
  - quantile
  - product
  - name: 'Sorted Basic Descriptive Statistics'
    description: |
      These are special versions of methods that assume your input
      is sorted. This assumptions lets them run a lot faster, usually
      in O(1).
  - minSorted
  - maxSorted
  - quantileSorted
  - name: 'Measures of central tendency'
    description: |
      These are different ways to identifying centers or locations of
      a distribution.
  - mean
  - addToMean
  - mode
  - modeSorted
  - modeFast
  - median
  - medianSorted
  - harmonicMean
  - geometricMean
  - rootMeanSquare
  - sampleSkewness
  - name: 'Measures of dispersion'
    description: |
      These are different ways of determining how spread out a distribution is.
  - variance
  - sampleVariance
  - standardDeviation
  - sampleStandardDeviation
  - medianAbsoluteDeviation
  - interquartileRange
  - sumNthPowerDeviations
  - zScore
  - name: 'Similarity'
  - sampleCorrelation
  - sampleCovariance
  - rSquared
  - name: 'Linear Regression'
  - linearRegression
  - linearRegressionLine
  - name: 'Randomness'
  - shuffle
  - shuffleInPlace
  - sampleWithReplacement
  - sample
  - name: 'Classifiers'
  - BayesianClassifier
  - PerceptronModel
  - name: 'Distributions'
  - bernoulliDistribution
  - binomialDistribution
  - poissonDistribution
  - chiSquaredDistributionTable
  - standardNormalTable
  - tTest
  - tTestTwoSample
  - cumulativeStdNormalProbability
  - kernelDensityEstimation
  - name: 'Errors'
  - errorFunction
  - inverseErrorFunction
  - probit
  - epsilon
  - name: 'Breaks'
    description: |
      Breaks methods split datasets into chunks. Often these are used
      for segmentation or visualization of a dataset. A method of computing
      breaks that splits data evenly can make for a better choropleth map,
      for instance, because each color will be represented equally.
  - ckmeans
  - equalIntervalBreaks
  - name: 'Utilities'
  - chunk
  - chiSquaredGoodnessOfFit
  - epsilon
  - factorial
  - gamma
  - uniqueCountSorted