Bayesian Nonparametric and Semiparametric Analysis

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Documentation for package ‘DPpackage’ version 1.0-7

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BDPdensity Semiparametric Bayesian density estimation using Bernstein Polynomials
calgb Cancer and Leukemia Group B (CALGB) Data
calgb.pred Cancer and Leukemia Group B (CALGB) Data for Prediction
CSDPbinary Bayesian analysis for a semiparametric logistic regression model
deterioration Time to Cosmetic Deterioration of Breast Cancer Patients
DPbetabinom Bayesian Semiparametric Beta-Binomial Model using a DP prior
DPbinary Bayesian analysis for a semiparametric Bernoulli regression model
DPcaterpillar Caterpillar Plots for Random Effects
DPcdensity Bayesian Semiparametric Conditional Density Estimation using a DPM of normals
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
DPmultmeta Bayesian analysis for a semiparametric random effects multivariate meta-analysis model using a MDP
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
LDDPdensity Bayesian analysis for a Linear Dependent Dirichlet Process Mixture Model
LDDPsurvival Bayesian analysis for a Linear Dependent Dirichlet Process Mixture of Survival Models
nodal Nodal Involvement Data
orings Challenger Space Shuttle O-Ring Data
Pbinary Bayesian analysis for a parametric Bernoulli regression model
Plm Bayesian analysis for a parametric linear regression model
predict.DPsurvint Computes the Survival Curve in a Bayesian analysis for a semiparametric AFT regression model
ps Specify a smoothing spline fit in a PSgam formula
PSgam Bayesian analysis for a semiparametric generalized additive model
psychiatric Psychiatric Clinical Trial
PTdensity Nonparametric Bayesian density estimation using Mixtures of Polya Trees
PTglmm Bayesian analysis for a semiparametric generalized linear mixed model using a MMPT
PTlm Bayesian analysis for a semiparametric linear regression model
PTlmm Bayesian analysis for a semiparametric linear mixed model using a MMPT
PTmeta Bayesian analysis for a semiparametric linear mixed effects meta-analysis model using a MPT
PTolmm Bayesian analysis for a semiparametric ordinal linear mixed model using a MMPT
PTrandom Extracts Random Effects
rats Rats
rolling Rolling Thumbtacks Data
schoolgirls The Heights of Schoolgirls
seizures Epileptic seizures
sports The Australian Athletes Data
TDPdensity Semiparametric Bayesian density estimation using DP Mixtures of Triangular Distributions
uniond Union Membership