CRAN/E | REBayes

REBayes

Empirical Bayes Estimation and Inference

Installation

About

Kiefer-Wolfowitz maximum likelihood estimation for mixture models and some other density estimation and regression methods based on convex optimization. See Koenker and Gu (2017) REBayes: An R Package for Empirical Bayes Mixture Methods, Journal of Statistical Software, 82, 1–26, doi:10.18637/jss.v082.i08.

Citation REBayes citation info
www.r-project.org
System requirements MOSEK (http://www.mosek.com) and MOSEK license.

Key Metrics

Version 2.54
R ≥ 2.10
Published 2023-08-19 259 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks REBayes results

Downloads

Yesterday 53 0%
Last 7 days 331 -8%
Last 30 days 1.335 -12%
Last 90 days 4.323 -43%
Last 365 days 20.514 +1%

Maintainer

Maintainer

Roger Koenker

rkoenker@uiuc.edu

Authors

Roger Koenker

aut / cre

Jiaying Gu

ctb

Ivan Mizera

ctb

Material

ChangeLog
Reference manual
Package source

In Views

Bayesian

Vignettes

Bayesian Deconvolution
MEDDE: Penalized Renyi Density Estimation
REBayes: Empirical Bayes for Mixtures

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

REBayes archive

Depends

R ≥ 2.10
Matrix

Imports

methods
utils
lattice

Suggests

Rmosek
knitr
digest

Reverse Imports

RCBR

Reverse Suggests

ashr
ebnm
ebTobit
mashr
mixsqp