REBayes: Empirical Bayes Estimation and Inference in R

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

Author
Roger Koenker [aut, cre], Jiaying Gu [ctb], Ivan Mizera [ctb]
Date of publication
2016-11-13 10:14:21
Maintainer
Roger Koenker <rkoenker@uiuc.edu>
License
GPL (>= 2)
Version
0.73
URLs

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