statisfactory {statisfactory} | R Documentation |
statisfactory: Statistical and Geometrical Tools
Description
This package contains various statistical tools and helper functions.
Details
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Utilities
makeFormulae
: Make all possible formula
Calculations
geoMean
: Geometric mean
invLogitAdj
: Inverse logit transform robust to 0's or 1's
logitAdj
: Logit transform robust to 0's and 1's
psum
: Element-wise sum (like pmin and pmax)
se
: Standard error of the mean
Distance measures
euclid
: Euclidean distance
fuzzyJaccard
: Fuzzy Jaccard index
Data transformation
art
: Aligned rank transform for using ANOVAs on rank data
rankMulti
: Rank values by multiple tie-breaking criteria
Principal component analysis (PCA)
backTransPCA
: "Back-transform" PCA scores to their original values
Geometry
countConnected
: Count number of contiguous "blocks" of cells
Sampling
sampleAcross
: Permute values across two vectors or columns in two data frames or matrices
sampleStrat
: Sample values stratified by one or more other variables
Statistics
nagelR2
: Nagelkerge's / Craig & Uhler's R2
Histograms
histOverlap
: Histogram with overlapping or arbitrary bins
hist2d
: Two-dimensional histogram
Author(s)
Adam B. Smith
See Also
Useful links: