statisfactory: statisfactory: Statistical and Geometrical Tools

In adamlilith/statisfactory: Statistical and Geometrical Tools

statisfactory: Statistical and Geometrical Tools

Description

This package contains various statistical tools and helper functions.

Details

Create an issue on GitHub.

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:

• https://github.com/adamlilith/statisfactory

adamlilith/statisfactory documentation built on Jan. 3, 2024, 10:37 p.m.