Learn R Programming

st (version 1.2.7)

Shrinkage t Statistic and Correlation-Adjusted t-Score

Description

Implements the "shrinkage t" statistic introduced in Opgen-Rhein and Strimmer (2007) and a shrinkage estimate of the "correlation-adjusted t-score" (CAT score) described in Zuber and Strimmer (2009) . It also offers a convenient interface to a number of other regularized t-statistics commonly employed in high-dimensional case-control studies.

Copy Link

Version

Install

install.packages('st')

Monthly Downloads

843

Version

1.2.7

License

GPL (>= 3)

Last Published

November 27th, 2021

Functions in st (1.2.7)

cst.stat

Correlation-Shared t-Statistic
shrinkt.stat

The Shrinkage t Statistic
st-internal

Internal st Functions
st-package

The st package
shrinkcat.stat

Correlation-Adjusted t Score (CAT score)
diffmean.stat

Difference of Means (``Fold Change'') and Rank Products Statistic
studentt.stat

(Paired) Student t Statistic
choedata

A Subset of the Choe et al. (2005) ``Golden Spike'' Experiment
lait.stat

Correlation-Predicted t-Statistic
regularizedt

Various (Regularized) t Statistics