Learn R Programming

Rfolding (version 1.0)

The Folding Test of Unimodality

Description

The basic algorithm to perform the folding test of unimodality. Given a dataset X (d dimensional, n samples), the test checks whether the distribution of the data are rather unimodal or rather multimodal. This package stems from the following research publication: Siffer Alban, Pierre-Alain Fouque, Alexandre Termier, and Christine Largout. "Are your data gathered?" In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery Data Mining, pp. 2210-2218. ACM, 2018. .

Copy Link

Version

Install

install.packages('Rfolding')

Monthly Downloads

160

Version

1.0

License

GPL-3

Maintainer

Alban Siffer

Last Published

September 30th, 2018

Functions in Rfolding (1.0)

folding.test.pvalue

Computes the p-value of the folding test
folding.test

Perform the folding test of unimodality
folding.test.bound

Computes the confidence bound for the significance level p
folding.ratio

Computes the folding ratio of the input data
folding.statistics

Computes the folding statistics of the input data
pivot.approx

Computes the pivot \(s_2\) (approximate pivot)