Syllabus
My schedule
matlab examples
Recorded lectures
Answer keys
Week | T | R |
1 | Introduction Handout 1 Notebook for Class 1 | Review: random variables Handout 2 Notebook for Class 2 |
2 | Review: expected values; variance/ covariance Hw1 Notebook for Class 3 | Review: statistics Handout 3 (see "Matlab examples") Notebook for Class 4 |
3 | Multiple linear regression Handout 4 Notebook for Class 5 | Linear regression; conditioning Handout 5 Notebook for Class 6 |
4 | Lab 1 at Weir 209 see link | Multivariate Normal Notebook for Class 7 |
5 | MVN (last page), Random processes Handout 6 Notebook for Class 8 Hw2 Matlab demo | Random processes Variograms Handout 7 Notebook for Class 9 |
6 | Variograms, estimation Handout 8 Notebook for Class 10 | Variogram estimation Notebook for Class 11 |
7 | Lab 2 at Weir 209 see link | Non-homogeneous models Notebook for Class 12 |
8 | Intro to kriging Handout 9 Handout 9 with annotations Notebook for Class 13 | Kriging cont'd Notebook for Class 14 |
9 | Kriging extensions Handout 10 Handout 10 with annotations Notebook for Class 15 | Kriging extensions cont'd Notebook for Class 16 |
10 | Midterm review Practice test Practice test key Notebook for Class 17 | Midterm exam Exam key |
11 | Lab 3 at Weir 209 see link | Universal kriging Handout 11 Notebook for Class 18 |
12 | Universal kriging Handout 11 corrected Notebook for Class 19 | Cross-validation, cokriging. Notebook for Class 20 |
13 | Simulation Handout 12 Notebook for Class 21 | Pick a project by Thursday! Simulation. |
14 | Indicator kriging Handout 13 Notebook for Class 23 | Thanksgiving |
15 | Bayesian inference Handout 14 Notebook for Class 24 | Bayesian inference. Handout 14 with annotations Notebook for Class 25 |
16 | Project presentations | Project presentations |