Math 586: Spatial variability and Geostatistics

Syllabus
My schedule
matlab examples
Recorded lectures
Answer keys



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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
Final project report is due by Wednesday, Dec. 13, at 11pm.
Maintained by Oleg Makhnin (firstname.lastname att nmt edu)