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LPKsample (version 2.1)

LP Nonparametric High Dimensional K-Sample Comparison

Description

LP nonparametric high-dimensional K-sample comparison method that includes (i) confirmatory test, (ii) exploratory analysis, and (iii) options to output a data-driven LP-transformed matrix for classification. The primary reference is Mukhopadhyay, S. and Wang, K. (2020, Biometrika); .

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Version

Install

install.packages('LPKsample')

Monthly Downloads

174

Version

2.1

License

GPL-2

Maintainer

Kaijun Wang

Last Published

June 2nd, 2020

Functions in LPKsample (2.1)

Leukemia cancer gene expression data

eLP Transformation

Similarity matrix based on eLP basis and polynomial kernel

Function to find LP-comeans

LPKsample-package

A function to perform K-sample test using GLP algorithm