Bayesian Nonparametric and Semiparametric Analysis

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Documentation for package `DPpackage' version 1.0-4

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BDPdensity Semiparametric Bayesian density estimation using Bernstein Polynomials
CSDPbinary Bayesian analysis for a semiparametric logistic regression model
deterioration Time to Cosmetic Deterioration of Breast Cancer Patients
DPbinary Bayesian analysis for a semiparametric Bernoulli regression model
DPcaterpillar Caterpillar Plots for Random Effects
DPdensity Semiparametric Bayesian density estimation using a DPM of normals
DPelicit Performs a prior elicitation for the precision parameter of a DP prior
DPglmm Bayesian analysis for a semiparametric generalized linear mixed model using a MDP
DPlmm Bayesian analysis for a semiparametric linear mixed model using a MDP
DPmeta Bayesian analysis for a semiparametric linear mixed effects meta-analysis model using a MDP
DPMglmm Bayesian analysis for a semiparametric generalized linear mixed model using a DPM of normals
DPMlmm Bayesian analysis for a semiparametric linear mixed model using a DPM of normals
DPMmeta Bayesian analysis for a semiparametric linear mixed effects meta-analysis model using a DPM of normals
DPMolmm Bayesian analysis for a semiparametric ordinal linear mixed model using a DPM of normals
DPMrandom Extracts Random Effects
DPolmm Bayesian analysis for a semiparametric ordinal linear mixed model using a MDP
DPpsBF Computes Pseudo Bayes Factors from DPpackage output
DPrandom Extracts Random Effects
DPrasch Bayesian analysis for a semiparametric Rasch model
DPraschpoisson Bayesian analysis for a semiparametric Rasch Poisson model
DProc Semiparametric Bayesian ROC curve analysis using DPM of normals
DPsurvint Bayesian analysis for a semiparametric AFT regression model
fleabeetles Flea-beetles
FPTbinary Bayesian analysis for a Finite Polya Tree Bernoulli regression model
FPTrasch Bayesian analysis for a Finite Polya Tree Rasch model
FPTraschpoisson Bayesian analysis for a Finite Polya Tree Rasch Poisson model
fractionation British Institute of Radiology Fractionation Studies
galaxy Galaxy velocities
indon Indonesian Children's Health Study
nodal Nodal Involvement Data
orings Challenger Space Shuttle O-Ring Data
Pbinary Bayesian analysis for a parametric Bernoulli regression model
predict.DPsurvint Computes the Survival Curve in a Bayesian analysis for a semiparametric AFT regression model
psychiatric Psychiatric Clinical Trial
PTdensity Nonparametric Bayesian density estimation using Mixtures of Polya Trees
PTlm Bayesian analysis for a semiparametric linear median regression model
rats Rats
schoolgirls The Heights of Schoolgirls
seizures Epileptic seizures
sports The Australian Athletes Data