Course Schedule
Course Schedule
| Date | Readings | Topic of Class |
| Aug 23 |
Hoff Chapter 1 |
Introduction/History. |
| 23 |
|
Introduction to Bayesian Statistics
|
| 25 |
When did Bayesian inference become Bayesian: Fienberg |
What is probability?; Confidence Intervals and their correct interpretation. |
| 27 |
|
HW 0 Out (Due Friday Sept. 3) LaTeX
|
| 4 |
|
Beta-Binomial Simulation
|
| Sept. 6 |
Chapter 3 Hoff |
Transformations HW 1 Out (Due Sept. 20) HW 1 Supplement .tex
|
| 8 |
|
The Normal Posterior. Flat Priors and beyond |
| |
|
Predictive distributions: normal case. |
| |
HW 2 Out .texDue Monday, Oct. 4 |
|
| None |
Coverage verses Confidence |
|
| 28 |
Could Fisher, Jeffreys and Neyman Have Agreed? |
|
| |
Begin MCMC (Metropolis-Hastings & Gibbs) |
|
| |
HW 3 Out .texDue Monday, Oct. 18 |
|
| |
Gelfand and Smith |
|
| |
Metropolis Hasting truncated normal proposal notes |
|
| |
Code from class example Fix the precision update. |
|
| |
The Precision Matrix and Conditional Independence |
|
| |
Wishart Distributions, Covariance Estimation, Random Effect Models. |
|
| |
P-Values: interval testing and incoherence p-val paper |
|
| |
BASP Statement on P-Values |
|
| |
ASA Statement on P-Values |
|
| |
HW 4 Out .tex Rat Data Due Nov. 16 |
|
| |
P-Values: interval testing and incoherence p-val paper |
|
| Nov. 28 |
Homework 6 |
HW 5 Out-- Due @ Final Exam (Dec. 15 by Midnight). .tex |
| Nov. 28 |
HW6 Regression Data |
Model1_5444 Model2_5444 Model3_5444 |
| |
The Bayesian Lasso Bayes Lasso Paper |