REBayes: Empirical Bayes Estimation and Inference in R
Version 0.85

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 publication2017-05-04 08:23:44 UTC
MaintainerRoger Koenker <rkoenker@uiuc.edu>
LicenseGPL (>= 2)
Version0.85
URL https://www.r-project.org
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("REBayes")

Popular man pages

Bmix: Binomial mixture estimation via Kiefer Wolfowitz MLE
medde: Maximum Entropy [De]Regularized Density Estimation
predict.GLmix: Predict Method for GLmix
traprule: Integration by Trapezoidal Rule
velo: Rotational Velocity of Stars
WGVmix: WGVmix: Weighted Generalized Maximum Likelihood for Empirical...
WLVmix: NPMLE for Longitudinal Gaussian Means and Variances Model...
See all...

All man pages Function index File listing

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
Gosset: Gosset Criminal Finger Data
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

Functions

Bmix Man page Source code
Cosslett Man page Source code
GLmix Man page Source code
GVmix Man page Source code
Gammamix Man page Source code
Gompertzmix Man page Source code
Gosset Man page
Guvenen Man page
KWDual Man page Source code
L1norm Man page Source code
Norberg Man page
Pmix Man page Source code
Rxiv Man page Source code
TLmix Man page Source code
Tncpmix Man page Source code
WGLVmix Man page Source code
WGVmix Man page Source code
WLVmix Man page Source code
WTLVmix Man page Source code
Weibullmix Man page Source code
bball Man page
flies Man page
medde Man page Source code
plot.medde Man page Source code
predict.Bmix Man page Source code
predict.GLmix Man page Source code
predict.Pmix Man page Source code
qmedde Man page Source code
rmedde Man page Source code
tacks Man page
tannenbaum Man page
traprule Man page Source code
velo Man page

Files

inst
inst/ChangeLog
inst/doc
inst/doc/medde.pdf
inst/doc/medde.R
inst/doc/Bdecon.pdf
inst/doc/rebayes.pdf
inst/doc/Bdecon.Rnw
inst/doc/Bdecon.R
inst/doc/rebayes.R
inst/doc/rebayes.Rnw
inst/doc/medde.Rnw
inst/Readme
NAMESPACE
demo
demo/GLmix1.R
demo/velo.R
demo/Cosslett3.R
demo/Brown.R
demo/tannenbaum.R
demo/liktest.R
demo/GLmix0.R
demo/predict.R
demo/Bmix1.R
demo/WGLVmix1.R
demo/Cosslett2.R
demo/Silverman.R
demo/00Index
demo/GVmix1.R
demo/comparelcd.R
demo/WTLVmix1.R
demo/GLmix2.R
demo/Cosslett1.R
data
data/bball.rda
data/velo.rda
data/tacks.rda
data/Guvenen.rda
data/Norberg.rda
data/flies.rda
data/Gosset.rda
data/tannenbaum.rda
R
R/WLVmix.R
R/predict.GLmix.R
R/Rxiv.R
R/velo.R
R/tannenbaum.R
R/Cosslett.R
R/Norberg.R
R/KWDual.R
R/medde.R
R/Gammamix.R
R/predict.Pmix.R
R/Bmix.R
R/WGVmix.R
R/Pmix.R
R/WGLVmix.R
R/tacks.R
R/Gompertzmix.R
R/TLmix.R
R/Guvenen.R
R/WTLVmix.R
R/flies.R
R/Tncpmix.R
R/predict.Bmix.R
R/misc.R
R/bball.R
R/GVmix.R
R/Weibullmix.R
R/Gosset.R
R/GLmix.R
vignettes
vignettes/Bdecon.bib
vignettes/medde.bib
vignettes/rebayes.bib
vignettes/Bdecon.Rnw
vignettes/rebayes.Rnw
vignettes/medde.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/tannenbaum.Rd
man/Weibullmix.Rd
man/rmedde.Rd
man/predict.Bmix.Rd
man/KWDual.Rd
man/Bmix.Rd
man/Cosslett.Rd
man/Norberg.Rd
man/TLmix.Rd
man/Gammamix.Rd
man/L1norm.Rd
man/WGVmix.Rd
man/predict.GLmix.Rd
man/bball.Rd
man/predict.Pmix.Rd
man/GLmix.Rd
man/tacks.Rd
man/Tncpmix.Rd
man/medde.Rd
man/WLVmix.Rd
man/Gosset.Rd
man/GVmix.Rd
man/plot.medde.Rd
man/flies.Rd
man/WTLVmix.Rd
man/traprule.Rd
man/Guvenen.Rd
man/Pmix.Rd
man/velo.Rd
man/Gompertzmix.Rd
man/qmedde.Rd
man/Rxiv.Rd
man/WGLVmix.Rd
REBayes documentation built on May 19, 2017, 7:12 a.m.

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