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jackstraw (version 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

License

GPL-2

Maintainer

Neo Chung

Last Published

December 29th, 2015

Functions in jackstraw (1.1)

jackstraw.FUN

Non-Parametric Jackstraw for a Custom Function

efron_Rsq

Efron's Pseudo R-sqaured

lfa.corpcor

Logistic Factor Analysis without C++ Dependency

jackstraw.PCA

Non-Parametric Jackstraw for Principal Component Analysis (PCA)

jackstraw.LFA

Non-Parametric Jackstraw for Logistic Factor Analysis

devdiff_parallel

Difference in Deviances, in Parallel

dev.R

Compute Deviance for Logistic Factors

permutationPA

Permutation Parallel Analysis

jackstraw

Non-Parametric Jackstraw (Wrapper)

devdiff

Difference in Deviances

pseudo_Rsq

Mcfadden's Pseudo R-sqaured

jackstraw.parametric

Parametric Jackstraw