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ZIprop (version 0.1.1)

Permutations Tests and Performance Indicator for Zero-Inflated Proportions Response

Description

Permutations tests to identify factor correlated to zero-inflated proportions response. Provide a performance indicator based on Spearman correlation to quantify the part of correlation explained by the selected set of factors. See details for the method at the following preprint e.g.: .

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Version

Install

install.packages('ZIprop')

Monthly Downloads

216

Version

0.1.1

License

GPL-3

Maintainer

Melina Ribaud

Last Published

June 9th, 2021

Functions in ZIprop (0.1.1)

delta

The scalar delta
ZIprop

ZIprop: A package for Zero-Inflated Proportions data (ZIprop)
scale_01

Scale vector
diffFactors

diffFactors
permDT

Permutations tests
model_matrix

Construct Design Matrix
equineDiffFactors

equineDiffFactors
T_stat_multi

Statistic for non-numeric factor multiple tests
indicator_max

The max performance indicator
example_data

Zero-inflated proportions dataset
indicator

The performance indicator
T_stat_discr

Statistic for non-numeric factor tests
fact2mat

Turn factor into multiple column