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rvalues (version 0.7.1)

R-Values for Ranking in High-Dimensional Settings

Description

A collection of functions for computing "r-values" from various kinds of user input such as MCMC output or a list of effect size estimates and associated standard errors. Given a large collection of measurement units, the r-value, r, of a particular unit is a reported percentile that may be interpreted as the smallest percentile at which the unit should be placed in the top r-fraction of units.

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Version

Install

install.packages('rvalues')

Monthly Downloads

201

Version

0.7.1

License

GPL-2

Maintainer

Nicholas Henderson

Last Published

March 11th, 2021

Functions in rvalues (0.7.1)

MakeGrid

Grid Construction
Valpha

R-values from a matrix of posterior tail probabilities.
batavgs

Batting Averages Data
TopList

List of Top Units
FDRCurve

FDR Curve
PostPercentile

Posterior expected percentiles
PostSummaries

R-values from posterior summary quantities
OverlapCurve

Overlap Curve
NBA1314

National Basketball Association, free throw data, 2013-2014 season
rvalueBoot

Bootstrapped r-values
npmle

Maximum Likelihood Estimate of a Mixing Distribution.
MCMCtest

MCMC sample output
npmixapply

Apply Functions over estimated unit-specific posterior distributions
tdist

t-distribution family object
rvaluesMCMC

R-values from MCMC output.
rvalues

R-values
bcwest

Breast Cancer Gene Expression Data
hiv

HIV Data Set
fluEnrich

Flu Enrichment Data
mroot

Multi-dimensional Root (Zero) Finding