simpleEstimation {VSOLassoBag}

Parametric Statistical Test

Description

An internal function utilized by VSOLassoBag.

Usage

simpleEstimation(res.df, bootN)

Arguments

res.df

a dataframe with variables and observed frequency

bootN

an integer, bagging times

Value

a list of p-value of each variable and the average selection ratio

References

RRLASSO, Park H., et al, 2015, the algorithm utilized in LassoBag has been modified.

Examples

load(system.file("extdata/Results.RData", package="VSOLassoBag"))
simpleEstimation(Results, 10)