
The Reverend Thomas Bayes (1702-1761)
(updated March 19, 1998)
Matlab Lab 1 - Computing probabilities by simulation and using the Bayes toolbox.
DATA for the homework on proportion inference.
Example using Matlab function p_disc -- computing posterior using a discrete prior
Example using Matlab function p_disc -- computing posterior using a discrete prior and finding posterior summaries
Example using Matlab function p_disc_p -- computing predictive distribution using a discrete prior
Example using Matlab function beta_sel -- selecting a beta prior using predictive statements
Example using Matlab function p_beta_p -- computing predictive distribution using a beta prior
Example using Matlab function p_beta_t -- a test for a binomial proportion
Example
using Matlab function p_hist_p --
computing posterior using a histogram prior
First Bayes software (zip file)
Using Matlab function m_cont
-- computing posterior using direct simulation
Illustration of Laplace, adaptive quadrature, and metropolis algorithms for one-parameter problem
Illustration of Laplace, adaptive quadrature, and Gibbs algorithms for
two-parameter problem
Matlab function for computing log posterior of hyperparameters
for binomial/beta exchangeable model