LearnBayes

School achievement data

Team records in the 1964 National League baseball season

Observation sensitivity analysis in beta-binomial model

Bayesian regression model selection using G priors

Simulates from a probit binary response regression model using data augmentation and Gibbs sampling

Computation of posterior residual outlying probabilities for a linear regression model

Bermuda grass experiment data

Selection of Beta Prior Given Knowledge of Two Quantiles

Log posterior of logit mean and log precision for Binomial/beta exchangeable model

Log posterior of mean and precision for Binomial/beta exchangeable model

Logarithm of integral of Bayes factor for testing homogeneity of proportions

Bayes factor against independence assuming alternatives close to independence

Computes the posterior for binomial sampling and a mixture of betas prior

Bird measurements from British islands

Birthweight regression study

Simulation from Bayesian linear regression model

Simulates values of expected response for linear regression model

Simulates values of predicted response for linear regression model

Simulates fitted probabilities for a probit regression model

Log posterior of a Bradley Terry random effects model

Survival experience of women with breast cancer under treatment

Calculus grades dataset

Cancer mortality data

Setup for Career Trajectory Application

Log posterior of median and log scale parameters for Cauchy sampling

Chemotherapy treatment effects on ovarian cancer

Bayes factor against independence using uniform priors

Darwin's data on plants

Highest probability interval for a discrete distribution

Posterior distribution with discrete priors

Posterior distribution of two parameters with discrete priors

The probability density function for the multivariate normal (Gaussian) probability distribution

Probability density function for multivariate t

Donner survival study

Florida election data

Poll data from 2008 U.S. Presidential Election

Game outcomes and point spreads for American football

Metropolis within Gibbs sampling algorithm of a posterior distribution

Log posterior of normal parameters when data is in grouped form

Heart transplant mortality data

Gibbs sampling for a hierarchical regression model

Density function of a histogram distribution

Logarithm of Howard's dependent prior for two proportions

Importance sampling using a t proposal density

Independence Metropolis independence chain of a posterior distribution

Admissions data for an university

Hitting data for Derek Jeter

Summarization of a posterior density by the Laplace method

Logarithm of bivariate normal density

Log posterior of difference and sum of logits in a 2x2 table

Log posterior for a binary response model with a logistic link and a uniform prior

Log posterior with Poisson sampling and gamma prior

Log posterior with Poisson sampling and normal prior

Marathon running times

Bayesian test of one-sided hypothesis about a normal mean

Bayesian test of a two-sided hypothesis about a normal mean

Contour plot of a bivariate density function

Computes the posterior for normal sampling and a mixture of normals prior

Selection of Normal Prior Given Knowledge of Two Quantiles

Log posterior density for mean and variance for normal sampling

Log posterior of mean and log standard deviation for Normal/Normal exchangeable model

Posterior predictive simulation from Bayesian normal sampling model

Simulation from Bayesian normal sampling model

Gibbs sampling for a hierarchical regression model

Predictive distribution for a binomial sample with a beta prior

Bayesian test of a proportion

Posterior distribution for a proportion with discrete priors

Predictive distribution for a binomial sample with a discrete prior

Log posterior of Poisson/gamma exchangeable model

Computes the posterior for Poisson sampling and a mixture of gammas prior

Plot of predictive distribution for binomial sampling with a beta prior

Construct discrete uniform prior for two parameters

Bird measurements from British islands

Random draws from a Dirichlet distribution

Computes the log posterior of a normal regression model with a g prior.

Collapses a matrix by summing over rows

Rejecting sampling using a t proposal density

Random number generation for inverse gamma distribution

Random number generation for multivariate normal

Random number generation for multivariate t

Gibbs sampling for a robust regression model

Simulates from a truncated probability distribution

Random walk Metropolis algorithm of a posterior distribution

Batting data for Mike Schmidt

Simulated draws from a bivariate density function on a grid

Sampling importance resampling

Hitting statistics for ten great baseball players

Goals scored by professional soccer team

Data from Stanford Heart Transplanation Program

Baseball strikeout data

Student dataset

Log posterior of a Pareto model for survival data

Plot of prior, likelihood and posterior for a proportion

Log posterior of a Weibull proportional odds model for survival data