REBayes: Empirical Bayes Estimation and Inference in R

Kiefer-Wolfowitz maximum likelihood estimation for mixture models and some other density estimation and regression methods based on convex optimization.

AuthorRoger Koenker [aut, cre], Jiaying Gu [ctb], Ivan Mizera [ctb]
Date of publication2016-11-13 10:14:21
MaintainerRoger Koenker <rkoenker@uiuc.edu>
LicenseGPL (>= 2)
Version0.73
https://www.r-project.org

View on CRAN

Man pages

bball: U.S. Major League Batting Average Data: 2002-2012

Bmix: Binomial mixture estimation via Kiefer Wolfowitz MLE

Cosslett: Kiefer-Wolfowitz estimator for Cosslett (1983) estimator...

flies: Medfly Data

Gammamix: NPMLE for Gamma Mixtures

GLmix: Kiefer-Wolfowitz NPMLE for Gaussian Location Mixtures

Gompertzmix: NPMLE for Gompertz Mixtures

Guvenen: Annual Increments in Log Income

GVmix: NPMLE for Gaussian Variance Heterogeneity

KWDual: Dual optimization for Kiefer-Wolfowitz problems

L1norm: L1norm for piecewise linear functions

medde: Maximum Entropy [De]Regularized Density Estimation

Norberg: Norberg Life Insurance Data

plot.medde: Plotting method for medde objects

Pmix: Poisson mixture estimation via Kiefer Wolfowitz MLE

predict.Bmix: Predict Method for Bmix

predict.GLmix: Predict Method for GLmix

predict.Pmix: Predict Method for Pmix

qmedde: Quantile function for medde estimate

rmedde: Random number generation from a medde estimate

Rxiv: Archive function for auxiliary files for latex documents

tacks: Beckett and Diaconis flipping tacks data

tannenbaum: Perverse Gaussian Mixture data

TLmix: NPMLE for Student t location mixtures

Tncpmix: NPMLE for Student t non-centrality parameter mixtures

traprule: Integration by Trapezoidal Rule

velo: Rotational Velocity of Stars

Weibullmix: NPMLE for Weibull Mixtures

WGLVmix: Weighted NPMLE ofLongitudinal Gaussian Mean and Variances...

WGVmix: WGVmix: Weighted Generalized Maximum Likelihood for Empirical...

WLVmix: NPMLE for Longitudinal Gaussian Means and Variances Model...

WTLVmix: NPMLE for Longitudinal Gaussian Means and Variances Model

Files in this package

REBayes
REBayes/inst
REBayes/inst/ChangeLog
REBayes/inst/doc
REBayes/inst/doc/medde.pdf
REBayes/inst/doc/medde.R
REBayes/inst/doc/rebayes.pdf
REBayes/inst/doc/rebayes.R
REBayes/inst/doc/rebayes.Rnw
REBayes/inst/doc/medde.Rnw
REBayes/inst/Readme
REBayes/NAMESPACE
REBayes/demo
REBayes/demo/GLmix1.R
REBayes/demo/velo.R
REBayes/demo/Brown.R
REBayes/demo/tannenbaum.R
REBayes/demo/liktest.R
REBayes/demo/GLmix0.R
REBayes/demo/predict.R
REBayes/demo/Bmix1.R
REBayes/demo/WGLVmix1.R
REBayes/demo/Cosslett2.R
REBayes/demo/Silverman.R
REBayes/demo/00Index
REBayes/demo/GVmix1.R
REBayes/demo/comparelcd.R
REBayes/demo/WTLVmix1.R
REBayes/demo/GLmix2.R
REBayes/demo/Cosslett1.R
REBayes/data
REBayes/data/bball.rda
REBayes/data/velo.rda
REBayes/data/tacks.rda
REBayes/data/Guvenen.rda
REBayes/data/Norberg.rda
REBayes/data/flies.rda
REBayes/data/tannenbaum.rda
REBayes/R
REBayes/R/WLVmix.R REBayes/R/predict.GLmix.R REBayes/R/Rxiv.R REBayes/R/velo.R REBayes/R/tannenbaum.R REBayes/R/Cosslett.R REBayes/R/Norberg.R REBayes/R/KWDual.R REBayes/R/medde.R REBayes/R/Gammamix.R REBayes/R/predict.Pmix.R REBayes/R/Bmix.R REBayes/R/WGVmix.R REBayes/R/Pmix.R REBayes/R/WGLVmix.R REBayes/R/tacks.R REBayes/R/Gompertzmix.R REBayes/R/TLmix.R REBayes/R/Guvenen.R REBayes/R/WTLVmix.R REBayes/R/flies.R REBayes/R/Tncpmix.R REBayes/R/predict.Bmix.R REBayes/R/misc.R REBayes/R/bball.R REBayes/R/GVmix.R REBayes/R/Weibullmix.R REBayes/R/GLmix.R
REBayes/vignettes
REBayes/vignettes/medde.bib
REBayes/vignettes/rebayes.bib
REBayes/vignettes/rebayes.Rnw
REBayes/vignettes/medde.Rnw
REBayes/MD5
REBayes/build
REBayes/build/vignette.rds
REBayes/DESCRIPTION
REBayes/man
REBayes/man/tannenbaum.Rd REBayes/man/Weibullmix.Rd REBayes/man/rmedde.Rd REBayes/man/predict.Bmix.Rd REBayes/man/KWDual.Rd REBayes/man/Bmix.Rd REBayes/man/Cosslett.Rd REBayes/man/Norberg.Rd REBayes/man/TLmix.Rd REBayes/man/Gammamix.Rd REBayes/man/L1norm.Rd REBayes/man/WGVmix.Rd REBayes/man/predict.GLmix.Rd REBayes/man/bball.Rd REBayes/man/predict.Pmix.Rd REBayes/man/GLmix.Rd REBayes/man/tacks.Rd REBayes/man/Tncpmix.Rd REBayes/man/medde.Rd REBayes/man/WLVmix.Rd REBayes/man/GVmix.Rd REBayes/man/plot.medde.Rd REBayes/man/flies.Rd REBayes/man/WTLVmix.Rd REBayes/man/traprule.Rd REBayes/man/Guvenen.Rd REBayes/man/Pmix.Rd REBayes/man/velo.Rd REBayes/man/Gompertzmix.Rd REBayes/man/qmedde.Rd REBayes/man/Rxiv.Rd REBayes/man/WGLVmix.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.