WayneDW/Bayesian-Data-Analysis

An alternative to frequentist inference

Bayesian Data Analysis

Tentative topics:

Bayesian Logistic Regression

Hierarchical Bayes and Gaussian Process

Markov Chain Monte Carlo and Experiment Design

Bayesian Neural Network and Hamiltonian monte carlo

Mixture Models and Expectation Maximization

Variational Bayes

Note

To run code in your environment, remember to change the directory

Acknowledgement

STAT 695 Bayesian Data Analysis by Dr. Sabbaghi and Dr.Rao