**Time and Place:**

MWF 1:00pm - 1:50pm AEL A121

**Instructor:**

Marina Vannucci

Noah Harding Professor of Statistics

Rice University

Phone: 713-348-6132

e-mail: marina@rice.edu

Office hours: By appointment only

**TAs:**

Nathan Osborne (nathan.osborne@rice.edu), office hours: Mon 2-4pm, DH2125

## Course material

- Syllabus

- HWs outline (HW 1-2-3 only)

- midterm exam.
Due October 13th, in class.
You are allowed to consult the textbook, your notes and the material on this
website, including homeworks, but you are not allowed to consult general
on-line resources, including Wikipedia.

- Homework 4 (due 10/25).
- Homework 5 (due 11/08).
- Homework 6 (due 11/22).
- data

- second midterm
and data.
Due December 1st, in class.
You are allowed to consult the textbook, your notes and the material on this
website, including homeworks, but you are not allowed to consult general
on-line resources, including Wikipedia.

- Lecture 1
- Lecture 2
- Lecture 3
- Code
- Code
- Lecture 4
- Lecture 5
- Lecture 6
- Code
- Appendix
- Lecture 7
- Lecture 8
- Lectures 9-11
- Data and
Code
- Lecture 12
- Part 2 - IS & MC
- Part 2 - MH
- Code
- Data
- Part 2 - Gibbs
- Code
- Part 2 - Convergence criteria
- Part 2- Multivariate Normal
- Code
- Data
- Part 3 - Hierarchical models
- Code
- Part 3 - Linear models
- Code
- Part 3 - GLM models
- Code
- Data
- Part 3 - last module
- code and code
- Data
- Code

**Copyright 2017 Marina Vannucci**