Functions and Datasets for the book "Bayesian Data Analysis"

Methods and Tools for Bayesian Dynamic Conditional Correlation
GARCH(1,1) Model

Density Deconvolution Using Bayesian Semiparametric Methods

Bayesian Single-Arm Design with Survival Endpoints

Bayesian Dynamic Factor Analysis (DFA) with 'Stan'

Comprehensive Bayesian Model Diagnostics and Comparison Tools
R package bayesDiagnostics version 0.1.0

Bayesian Decreasingly Informative Priors for Early Termination
Phase II Trials
R package BayesDIP version 0.1.1

R package BayesDissolution version 0.2.1

Statistical Analysis for Task-Based Fmri Data

Implementation of the Bayesian Discount Prior Approach for
Clinical Trials
R package bayesDP version 1.3.7

Bayesian Smoothing of Remote Sensing Image Classification

Estimating the Degrees of Freedom of the Student's
t-Distribution under a Bayesian Framework
R package bayesestdft version 1.0.0

Computation of Bayes Factors for Common Designs
R package BayesFactor version 0.9.12-4.7

Bayesian Dynamic Borrowing with Flexible Baseline Hazard
Function

Implementation of Bayesian Neural Networks

Spatial Bayesian Methods for Task Functional MRI Studies

Bayesian Estimation of the GARCH(1,1) Model with Student-t
Innovations

Bayesian Causal Mediation Analysis using 'Stan'

Bayesian Modeling via Frequentist Goodness-of-Fit

Efficient Implementation of Gaussian Process in Bayesian
Hierarchical Models
R package BayesGP version 0.1.3

Fast Bayesian Gaussian Process Regression Fitting

Estimate Fish Growth Using MCMC Analysis

Bayesian Grouped Weighted Quantile Sum Regression

Bayesian Methods for Economic Data Disaggregation
R package BayesianDisaggregation version 0.1.2

Bayesian Parameter Estimation and Forecasting for
Epidemiological Models
R package BayesianFitForecast version 1.1.0

Bayesian Gamma Regression: Joint Mean and Shape Modeling
R package Bayesiangammareg version 0.1.0

R package BayesianInference version 0.0.1

Bayesian Lasso Regression and Tools for the Lasso Distribution

Predict Brain Asymmetry Based on Handedness and Dichotic
Listening
R package BayesianLaterality version 0.1.2