Bayesian Statistics with Machine Learning

3 credits

The main purpose of this course is to provide the modern statistical methods for discrete, count, and zero-inflated data to graduate students. Around this core, Bayesian modelling, machine learning, and variable selection are involved, and these methods can be extended to longitudinal and other complex data.