- Lecturer
- Mayekawa Shin-Ichi
- Place
- Wed7-8(W9-607)
- Credits
- Lecture1 Exercise0 Experiment0
- Code
- 65066
- Syllabus updated
- 2012/3/26
- Lecture notes updated
- 2012/3/26
- Semester
- Spring Semester
Purpose of lecture
The purpose of this class is to introduce the essence of Bayesian Statistics to the biginners.
Plan of lecture
Class schedule of 2010
May 19: Introduction to Bayes Theorem
(no class on May 26)
June 2: Binomial Model and Poisson Model
June 9: Normal Model
June 16: Normal Regression Model
June 23: Bayesian Numerical Calculations (Markov Chain Monte Carlo)
June 30: Application of MCMC
July 7: Model Selection
July 14: miscellaneous topics
Textbook and reference
The handouts can be found at:
http://www.ms.hum.titech.ac.jp/bayeslec.html
