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NPIstats (version 0.1.0)

Nonparametric Predictive Inference

Description

An implementation of the Nonparametric Predictive Inference approach in R. It provides tools for quantifying uncertainty via lower and upper probabilities. It includes useful functions for pairwise and multiple comparisons: comparing two groups with and without terminated tails, selecting the best group, selecting the subset of best groups, selecting the subset including the best group.

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Version

Install

install.packages('NPIstats')

Monthly Downloads

197

Version

0.1.0

License

GPL-3

Maintainer

Tahani Coolen-Maturi

Last Published

February 16th, 2021

Functions in NPIstats (0.1.0)

select.best.groups

NPI for selecting the subset of best groups
select.include.best

NPI for selecting the subset including the best group
select.the.best

NPI for selecting the best group
best.pair.tt

NPI for comparing two groups with terminated tails
best.pair

NPI for comparing two groups
FourSources

Four sources
NPIstats

NPIstats: Nonparametric Predictive Inference
ChemicalReaction

Chemical reaction of two methods
BirthWeights

BirthWeights data set
BreakdownTimes

Breakdown times of units from two groups