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jackstraw (version 1.1.1)

Statistical Inference of Variables Driving Systematic Variation

Description

Significance test for association between variables and their estimated latent variables. Latent variables may be estimated by principal component analysis (PCA), logistic factor analysis (LFA), and other techniques.

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Version

Install

install.packages('jackstraw')

Monthly Downloads

311

Version

1.1.1

License

GPL-2

Maintainer

Neo Chung

Last Published

September 4th, 2017

Functions in jackstraw (1.1.1)

jackstraw.parametric

Parametric Jackstraw
lfa.corpcor

Logistic Factor Analysis without C++ Dependency
jackstraw.FUN

Non-Parametric Jackstraw for a Custom Function
jackstraw.LFA

Non-Parametric Jackstraw for Logistic Factor Analysis
devdiff_parallel

Difference in Deviances, in Parallel
efron_Rsq

Efron's Pseudo R-sqaured
dev.R

Compute Deviance for Logistic Factors
devdiff

Difference in Deviances
jackstraw.PCA

Non-Parametric Jackstraw for Principal Component Analysis (PCA)
jackstraw

Non-Parametric Jackstraw (Wrapper)
permutationPA

Permutation Parallel Analysis
pseudo_Rsq

Mcfadden's Pseudo R-sqaured