| | Course Information | | Lecture Notes | | Homework | | Office Hours | | Exam Information | | Old Exams and Solutions | | R | | Grades | |
|
Jun Zhu
is the professor for Statistics 575 in Fall 2008.
|
| Lecture # | Pages | Topic | PDF Notes [slides per page] |
|---|---|---|---|
| First 1/3 | 1-17 18-27 28-39 40-52 53-66 67-71 72-94 95-108 109-116 | Introduction; Types of Spatial Data Modeling Randomness by Uniform Modeling Randomness by Poisson Modeling Clustering and Regular Patterns Testing CSR via Subsampling Testing CSR via d_1 Distance Ghat and Fhat Khat, Lhat, and Cross Khat T-Square Sampling | [1],[2],[4] |
| Middle 1/3 | 117-125 126-134 135-139 140-153 154-172 173-187 188-196 197-199 | BW Test Generalization of BW Spatial Linear Model Review of Matrix Algebra SAR, CAR and MA Model Fitting LRT Modeling Guidelines | [1],[2],[4] |
| Last 1/3 | 200-201 202-211 212-225 226-232 233-259 260-273 274-276 277-292 293-307 308-333 334-340 341-348 | Introduction Theoretical Variograms Variogram Estimation Variogram Models Variogram Model Fitting Anisotropic Variograms Spatial Prediction and Kriging Ordinary Kriging Universal Kriging Universal Kriging nlme Geostatistical Modeling Strategies Time Series | [1],[2],[4] |
| Last 1-2 weeks | Project presentations |
| Assignments are due by 4:00 P.M. on the date due. With prior permission from your professor, you may turn in homework on the following Monday without penalty. Late homework received before solutions are posted will receive at most half credit. Homework received after solutions are posted will receive no credit. |
| Assignment | Date Given | Date Due | Data | Solutions |
|---|---|---|---|---|
| Assignment #1 [PDF] | September 4 | September 12 | N/A |
| Person | Hours | Location | Phone | |
|---|---|---|---|---|
| Chia-Chieh Lin | Wednesday 2-2:45 Friday 11-11:45 | MSC 1250 | 262-3230 | linc at stat.wisc.edu
|
| Jun Zhu | Tuesday 3:45-4:30pm Thursday 3:45-4:30pm | MSC 1214 | 263-3615 | jzhu at stat.wisc.edu
|
| Year | Midterm In-class Exam | Midterm Take-home Exam | Midterm Solutions | Final In-class Exam | Final In-class Handouts | Final Take-home Exam | Final Take-home Solutions | Data |
|---|---|---|---|---|---|---|---|---|
| 2001 | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [elev.dat], [veg.dat] |
| 2002 | [PDF] | [PDF] | [PDF] | [PDF] | N/A | [PDF] | [PDF] | [pine.dat], [wnv.dat], [yield-02.dat] |
| 2003 | [PDF] | [PDF] | [PDF] | [PDF] | N/A | [PDF] | N/A | N/A |
| 2004 | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [PDF] | [cedar-04.txt], [deer-04.txt], [deer-04.R] |
| 2006 | [PDF] | [PDF] | [PDF] | [bac-06.dat], [rcg-06.dat] |
Jun Zhu, jzhu at stat.wisc.edu