LPT {LPKsample}R Documentation

eLP Transformation

Description

Empirical LP Transformation on the data

Usage

LPT(x, k);
LP.Poly(x, m);

Arguments

x

A column vector of the data

k

An integer, order of LP component for transformation

m

An integer, maximum order of LP component for transformation

Details

Given a vector of data xx, the LPT(x,k) function computes the vector of eLP component of order specified by kk for xx. While the LP.Poly(x,m) function computes all components up until mm.

Value

A vector containing the elements of kk-th order component of the eLP transformation on xx (LPT); Or a matrix with columns of 11 to mm-th order component of the eLP transformation on xx (LP.Poly);

Author(s)

Mukhopadhyay, S. and Wang, K.

References

Mukhopadhyay, S. and Wang, K. (2020), "A Nonparametric Approach to High-dimensional K-sample Comparison Problem", arXiv:1810.01724.

Mukhopadhyay, S. and Parzen, E. (2014) "LP Approach to Statistical Modeling", arXiv:1405.2601.

Examples

##
 x<-runif(10)
 LPT(x,1)

[Package LPKsample version 2.1 Index]