Bayesian regression model selection using G priors
Log posterior of logit mean and log precision for Binomial/beta exchangeable model
Team records in the 1964 National League baseball season
Simulates from a probit binary response regression model using data augmentation and Gibbs sampling
Bermuda grass experiment data
Simulates values of expected response for linear regression model
Log posterior of mean and precision for Binomial/beta exchangeable model
Computes the posterior for binomial sampling and a mixture of betas prior
Computation of posterior residual outlying probabilities for a linear regression model
Simulates values of predicted response for linear regression model
Logarithm of integral of Bayes factor for testing homogeneity of proportions
Selection of Beta Prior Given Knowledge of Two Quantiles
Bird measurements from British islands
Bayes factor against independence assuming alternatives close to independence
Simulates fitted probabilities for a probit regression model
School achievement data
Log posterior of median and log scale parameters for Cauchy sampling
Log posterior of a Bradley Terry random effects model
Survival experience of women with breast cancer under treatment
Observation sensitivity analysis in beta-binomial model
Bayes factor against independence using uniform priors
Chemotherapy treatment effects on ovarian cancer
Calculus grades dataset
Darwin's data on plants
Highest probability interval for a discrete distribution
Log posterior of normal parameters when data is in grouped form
Probability density function for multivariate t
Birthweight regression study
Posterior distribution of two parameters with discrete priors
Heart transplant mortality data
Donner survival study
Hitting data for Derek Jeter
Gibbs sampling for a hierarchical regression model
Simulation from Bayesian linear regression model
Summarization of a posterior density by the Laplace method
Log posterior with Poisson sampling and normal prior
Selection of Normal Prior Given Knowledge of Two Quantiles
Density function of a histogram distribution
Poll data from 2008 U.S. Presidential Election
Marathon running times
Log posterior density for mean and variance for normal sampling
Florida election data
Cancer mortality data
Independence Metropolis independence chain of a posterior distribution
Simulation from Bayesian normal sampling model
Posterior distribution for a proportion with discrete priors
Setup for Career Trajectory Application
Admissions data for an university
Gibbs sampling for a hierarchical regression model
Predictive distribution for a binomial sample with a discrete prior
Contour plot of a bivariate density function
Posterior distribution with discrete priors
Bayesian test of one-sided hypothesis about a normal mean
Computes the posterior for normal sampling and a mixture of normals prior
Random number generation for multivariate normal
The probability density function for the multivariate normal (Gaussian) probability distribution
Game outcomes and point spreads for American football
Bayesian test of a two-sided hypothesis about a normal mean
Random number generation for multivariate t
Logarithm of bivariate normal density
Metropolis within Gibbs sampling algorithm of a posterior distribution
Random walk Metropolis algorithm of a posterior distribution
Log posterior of Poisson/gamma exchangeable model
Logarithm of Howard's dependent prior for two proportions
Log posterior of difference and sum of logits in a 2x2 table
Batting data for Mike Schmidt
Importance sampling using a t proposal density
Computes the posterior for Poisson sampling and a mixture of gammas prior
Student dataset
Log posterior for a binary response model with a logistic link and a uniform prior
Log posterior of mean and log standard deviation for Normal/Normal exchangeable model
Rejecting sampling using a t proposal density
Log posterior of a Pareto model for survival data
Posterior predictive simulation from Bayesian normal sampling model
Log posterior with Poisson sampling and gamma prior
Sampling importance resampling
Plot of predictive distribution for binomial sampling with a beta prior
Random number generation for inverse gamma distribution
Predictive distribution for a binomial sample with a beta prior
Construct discrete uniform prior for two parameters
Collapses a matrix by summing over rows
Hitting statistics for ten great baseball players
Bayesian test of a proportion
Goals scored by professional soccer team
Gibbs sampling for a robust regression model
Computes the log posterior of a normal regression model with a g prior.
Simulates from a truncated probability distribution
Data from Stanford Heart Transplanation Program
Bird measurements from British islands
Baseball strikeout data
Random draws from a Dirichlet distribution
Plot of prior, likelihood and posterior for a proportion
Simulated draws from a bivariate density function on a grid
Log posterior of a Weibull proportional odds model for survival data