achievement School achievement data baseball.1964 Team records in the 1964 National League baseball season bayes.influence Observation sensitivity analysis in beta-binomial model bayes.model.selection Bayesian regression model selection using G priors bayes.probit Simulates from a probit binary response regression model using data augmentation and Gibbs sampling bayesresiduals Computation of posterior residual outlying probabilities for a linear regression model bermuda.grass Bermuda grass experiment data beta.select Selection of Beta Prior Given Knowledge of Two Quantiles betabinexch Log posterior of logit mean and log precision for Binomial/beta exchangeable model betabinexch0 Log posterior of mean and precision for Binomial/beta exchangeable model bfexch Logarithm of integral of Bayes factor for testing homogeneity of proportions bfindep Bayes factor against independence assuming alternatives close to independence binomial.beta.mix Computes the posterior for binomial sampling and a mixture of betas prior birdextinct Bird measurements from British islands birthweight Birthweight regression study blinreg Simulation from Bayesian linear regression model blinregexpected Simulates values of expected response for linear regression model blinregpred Simulates values of predicted response for linear regression model bprobit.probs Simulates fitted probabilities for a probit regression model bradley.terry.post Log posterior of a Bradley Terry random effects model breastcancer Survival experience of women with breast cancer under treatment calculus.grades Calculus grades dataset cancermortality Cancer mortality data careertraj.setup Setup for Career Trajectory Application cauchyerrorpost Log posterior of median and log scale parameters for Cauchy sampling chemotherapy Chemotherapy treatment effects on ovarian cancer ctable Bayes factor against independence using uniform priors darwin Darwin's data on plants discint Highest probability interval for a discrete distribution discrete.bayes Posterior distribution with discrete priors discrete.bayes.2 Posterior distribution of two parameters with discrete priors dmnorm The probability density function for the multivariate normal (Gaussian) probability distribution dmt Probability density function for multivariate t donner Donner survival study election Florida election data election.2008 Poll data from 2008 U.S. Presidential Election footballscores Game outcomes and point spreads for American football gibbs Metropolis within Gibbs sampling algorithm of a posterior distribution groupeddatapost Log posterior of normal parameters when data is in grouped form hearttransplants Heart transplant mortality data hiergibbs Gibbs sampling for a hierarchical regression model histprior Density function of a histogram distribution howardprior Logarithm of Howard's dependent prior for two proportions impsampling Importance sampling using a t proposal density indepmetrop Independence Metropolis independence chain of a posterior distribution iowagpa Admissions data for an university jeter2004 Hitting data for Derek Jeter laplace Summarization of a posterior density by the Laplace method lbinorm Logarithm of bivariate normal density logctablepost Log posterior of difference and sum of logits in a 2x2 table logisticpost Log posterior for a binary response model with a logistic link and a uniform prior logpoissgamma Log posterior with Poisson sampling and gamma prior logpoissnormal Log posterior with Poisson sampling and normal prior marathontimes Marathon running times mnormt.onesided Bayesian test of one-sided hypothesis about a normal mean mnormt.twosided Bayesian test of a two-sided hypothesis about a normal mean mycontour Contour plot of a bivariate density function normal.normal.mix Computes the posterior for normal sampling and a mixture of normals prior normal.select Selection of Normal Prior Given Knowledge of Two Quantiles normchi2post Log posterior density for mean and variance for normal sampling normnormexch Log posterior of mean and log standard deviation for Normal/Normal exchangeable model normpostpred Posterior predictive simulation from Bayesian normal sampling model normpostsim Simulation from Bayesian normal sampling model ordergibbs Gibbs sampling for a hierarchical regression model pbetap Predictive distribution for a binomial sample with a beta prior pbetat Bayesian test of a proportion pdisc Posterior distribution for a proportion with discrete priors pdiscp Predictive distribution for a binomial sample with a discrete prior poissgamexch Log posterior of Poisson/gamma exchangeable model poisson.gamma.mix Computes the posterior for Poisson sampling and a mixture of gammas prior predplot Plot of predictive distribution for binomial sampling with a beta prior prior.two.parameters Construct discrete uniform prior for two parameters puffin Bird measurements from British islands rdirichlet Random draws from a Dirichlet distribution reg.gprior.post Computes the log posterior of a normal regression model with a g prior. regroup Collapses a matrix by summing over rows rejectsampling Rejecting sampling using a t proposal density rigamma Random number generation for inverse gamma distribution rmnorm Random number generation for multivariate normal rmt Random number generation for multivariate t robustt Gibbs sampling for a robust regression model rtruncated Simulates from a truncated probability distribution rwmetrop Random walk Metropolis algorithm of a posterior distribution schmidt Batting data for Mike Schmidt simcontour Simulated draws from a bivariate density function on a grid sir Sampling importance resampling sluggerdata Hitting statistics for ten great baseball players soccergoals Goals scored by professional soccer team stanfordheart Data from Stanford Heart Transplanation Program strikeout Baseball strikeout data studentdata Student dataset transplantpost Log posterior of a Pareto model for survival data triplot Plot of prior, likelihood and posterior for a proportion weibullregpost Log posterior of a Weibull proportional odds model for survival data