# rvalues v0.6.3

0

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## R-Values for Ranking in High-Dimensional Settings

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.

## Readme

## rvalues

an R package to calculate r-values for ranking and selection in large-scale inference

## Installation

`library(devtools)`

`install_github("wiscstatman/rvalues")`

## Functions in rvalues

Name | Description | |

bcwest | Breast Cancer Gene Expression Data | |

rvalues | R-values | |

FDRCurve | FDR Curve | |

PostSummaries | R-values from posterior summary quantities | |

OverlapCurve | Overlap Curve | |

PostPercentile | Posterior expected percentiles | |

TopList | List of Top Units | |

hiv | HIV Data Set | |

MCMCtest | MCMC sample output | |

rvalueBoot | Bootstrapped r-values | |

mroot | Multi-dimensional Root (Zero) Finding | |

Valpha | R-values from a matrix of posterior tail probabilities. | |

batavgs | Batting Averages Data | |

npmixapply | Apply Functions over estimated unit-specific posterior distributions | |

fluEnrich | Flu Enrichment Data | |

MakeGrid | Grid Construction | |

npmle | Maximum Likelihood Estimate of a Mixing Distribution. | |

NBA1314 | National Basketball Association, free throw data, 2013-2014 season | |

tdist | t-distribution family object | |

rvaluesMCMC | R-values from MCMC output. | |

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## Last month downloads

## Details

Type | Package |

Date | 2018-5-21 |

License | GPL-2 |

LazyData | yes |

NeedsCompilation | yes |

Packaged | 2018-05-21 16:01:36 UTC; nhenders |

Repository | CRAN |

Date/Publication | 2018-05-23 09:30:14 |

imports | graphics , stats , utils |

Contributors | Michael Newton |

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