|
| T 1/9 |
Summarizing Inferences by Simulation;
Single-Parameter Models (Binomial) |
2 slides
6 slides |
placenta.r |
1.1-1.10 |
| Th 1/11 |
Single-Parameter Models (Normal, Poisson, Exponential, Negative Binomial);
Conjugate Distributions |
2 slides
6 slides |
None |
2.1-2.7 |
|
| T 1/16 |
Noninformative/Improper Prior Distributions;
Shrinkage |
2 slides
6 slides |
temperature.r
temperature.dat |
2.8-2.9
HW1 Due |
| Th 1/18 |
Multiparameter Models (Normal);
Averaging over Nuissance Parameters |
2 slides
6 slides |
None |
3.1-3.4 |
|
| T 1/23 |
Multiparameters Models (Multinomial, Multivariate Normal) |
2 slides
6 slides |
election-polling.r |
3.5-3.7 |
| Th 1/25 |
Hierarchical Modeling |
2 slides
6 slides |
None |
5.1-5.2
HW2 Due |
|
| T 1/30 |
Hierarchical Modeling: More Examples |
2 slides
6 slides |
schools.r
schools.dat |
10.1-10.3 |
| Th 2/1 |
Markov Chain Monte Carlo |
2 slides
6 slides |
None |
11.1-11.3 |
|
| T 2/6 |
M-H Algorithm |
2 slides
6 slides |
mh-demo.r
mh-demo-plots.r
allergy.r |
11.4-11.7 |
| Th 2/8 |
Midterm Review |
2 slides
6 slides
midterm_review.pdf
|
None |
HW3 Due |
|
| T 2/13 |
Midterm |
None |
None |
None |
| Th 2/15 |
Project Introduction; Introduction to WinBUGS |
2 slides
6 slides |
BUGS-Dye-Yields.zip |
14.1-14.8 |
|
| T 2/16 |
Bayesian Regression |
2 slides
6 slides |
air.r
air.dat |
15.1-15.4 |
| Th 2/22 |
Hierarchical Linear Models |
2 slides
6 slides |
BUGS-Schools1.zip |
Project Proposals Due |
|
| T 2/27 |
Hierarchical Linear Models
Generalized Linear Models |
2 slides
6 slides |
BUGS-Schools2.zip
BUGS-seeds.zip |
16.1-16.4 |
| Th 3/1 |
Generalized Linear Models |
2 slides
6 slides |
BUGS-Salm.zip |
16.5-16.6 |
|
| T 3/6 |
Missing Data |
2 slides
6 slides |
None |
21.1-21.2 |
| Th 3/8 |
Model Checking/Comparison; Model Selection |
2 slides
6 slides |
None |
6.1-6.8
HW4 Due |
|
| T 3/13 |
Project Reports Due by 5pm |
