Syllabus fall 2013

Main textbook:

  Carlin and Louis (2009): Bayesian methods for data analysis (Third edition), Chapman & Hall, ISBN  978-1-58488-697-6

Preliminary syllabus:

Ch 1: All.

Ch 2: Sections 2.1, 2.2, 2.3, then 2.4.1.

Ch 3: Sections 3.1, 3.2, 3.3, then 3.4.1-3.4.2.

Ch 4: Section 4.1.

Ch 5: Sections 5.1, 5.2, 5.6, 5.7.

Ch 7: Sections 7.1.1 and 7.3 are "cursory curriculum".

Appendix B.1.

 

Additional text (mainly for the Monte Carlo part)

 Robert and Casella (2010):  Introducing Monte Carlo Methods with R, Springer ISBN: 978-1-4419-1575-7 (Print) 978-1-4419-1576-4 (Online)

Available online on  http://link.springer.com/book/10.1007/978-1-4419-1576-4/page/1

Published Aug. 13, 2013 10:04 AM - Last modified Mar. 16, 2023 1:58 PM