Empirical Bayes Estimation and Inference

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Documentation for package ‘REBayes’ version 2.54

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B2mix Bivariate Binomial mixture estimation via Kiefer Wolfowitz MLE
bball U.S. Major League Batting Average Data: 2002-2012
BDGLmix Efron Bayesian Deconvolution Estimator for Gaussian Mixtures
Bmix Binomial mixture estimation via Kiefer Wolfowitz MLE
BPmix Binomial mixtures with Poisson Trials via Kiefer Wolfowitz NPMLE
bwKW Bandwidth selection for KW smoothing
bwKW2 Bandwidth selection for bivariate KW smoothing
Cosslett Kiefer-Wolfowitz estimator for Cosslett (1983) estimator
Finv Function inversion
flies Medfly Data
Gammamix NPMLE for Gamma Mixtures
GLmix Kiefer-Wolfowitz NPMLE for Gaussian Location Mixtures
GLVmix NPMLE of Gaussian Location-Scale Mixture Model
Gompertzmix NPMLE for Gompertz Mixtures
Gosset Gosset Criminal Finger Data
Guvenen Annual Increments in Log Income
GVmix NPMLE for Gaussian Variance Heterogeneity
KW2smooth Smooth a bivariate Kiefer-Wolfowitz NPMLE
KWDual Dual optimization for Kiefer-Wolfowitz problems
KWPrimal Primal optimization for Kiefer-Wolfowitz problems
KWsmooth Smooth a Kiefer-Wolfowitz NPMLE
L1norm L1norm for piecewise linear functions
Lfdr Local False Discovery Rate Estimation
Lfdr.GLmix Local False Discovery Rate Estimation
Lfdr.GLVmix Local False Discovery Rate Estimation
Lfdr.WGLVmix Local False Discovery Rate Estimation
medde Maximum Entropy [De]Regularized Density Estimation
Norberg Norberg Life Insurance Data
NPmix Normal mixture with Poisson sample size via Kiefer Wolfowitz NPMLE
plot.GLVmix Plot a GLVmix object
plot.medde Plotting method for medde objects
Pmix Poisson mixture estimation via Kiefer Wolfowitz MLE
predict.B2mix Predict Method for Bmix
predict.Bmix Predict Method for Bmix
predict.GLmix Predict Method for GLmix
predict.GLVmix Predict Method for GLVmix
predict.Pmix Predict Method for Pmix
predict.WGLVmix Predict Method for WGLVmix
qKW Quantiles of KW fit
qKW2 Quantiles of bivariate KW fit
qmedde Quantile function for medde estimate
rKW Random sample from KW object
RLR Regularized Logistic Regression
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
ThreshFDR Thresholding for False Discovery Rate
TLmix NPMLE for Student t location mixtures
Tncpmix NPMLE for Student t non-centrality parameter mixtures
traprule Integration by Trapezoidal Rule
Umix NPMLE for Uniform Scale Mixtures
velo Rotational Velocity of Stars
Weibullmix NPMLE for Weibull Mixtures
WGLVmix Weighted NPMLE of Longitudinal Gaussian Mean and Variances Model
WGVmix WGVmix: Weighted Generalized Maximum Likelihood for Empirical Bayes Estimation of Gamma Variances
WLVmix NPMLE for Longitudinal Gaussian Means and Variances Model with Independent Prior
WTLVmix NPMLE for Longitudinal Gaussian Means and Variances Model