Empirical Bayes Estimation and Inference
Predict Method for HLmix
L1norm for piecewise linear functions
Local False Discovery Rate Estimation
Maximum Entropy [De]Regularized Density Estimation
Bivariate Binomial mixture estimation via Kiefer Wolfowitz MLE
Efron Bayesian Deconvolution Estimator for Gaussian Mixtures
Binomial mixture estimation via Kiefer Wolfowitz MLE
Binomial mixtures with Poisson Trials via Kiefer Wolfowitz NPMLE
Bandwidth selection for KW smoothing
Bandwidth selection for bivariate KW smoothing
Predict Method for GLVmix
Kiefer-Wolfowitz estimator for Cosslett (1983) estimator
Huber density function
Function inversion
NPMLE for Gamma Mixtures
Kiefer-Wolfowitz NPMLE for Gaussian Location Mixtures
NPMLE of Gaussian Location-Scale Mixture Model
NPMLE for Gompertz Mixtures
NPMLE for Gaussian Variance Heterogeneity
Kiefer-Wolfowitz NPMLE for Huber Location Mixtures
Huber epsilon
Smooth a bivariate Kiefer-Wolfowitz NPMLE
Dual optimization for Kiefer-Wolfowitz problems
Primal optimization for Kiefer-Wolfowitz problems
Smooth a Kiefer-Wolfowitz NPMLE
Normal mixture with Poisson sample size via Kiefer Wolfowitz NPMLE
Plot a GLVmix object
Plotting method for medde objects
Poisson mixture estimation via Kiefer Wolfowitz MLE
Predict Method for Bmix
Predict Method for Bmix
Predict Method for GLmix
Predict Method for Pmix
Predict Method for WGLVmix
Quantiles of KW fit
Quantiles of bivariate KW fit
Quantile function for medde estimate
Random sample from KW object
Regularized Logistic Regression
Random number generation from a medde estimate
Archive function for auxiliary files for latex documents
Thresholding for False Discovery Rate
NPMLE for Student t location mixtures
NPMLE for Student t non-centrality parameter mixtures
Integration by Trapezoidal Rule
NPMLE for Uniform Scale Mixtures
NPMLE for Weibull Mixtures
Weighted NPMLE of Longitudinal Gaussian Mean and Variances Model
WGVmix: Weighted Generalized Maximum Likelihood for Empirical Bayes Es...
NPMLE for Longitudinal Gaussian Means and Variances Model with Indepen...
NPMLE for Longitudinal Gaussian Means and Variances Model
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>.