|
|
|
|
|
|
|
| Week |
Date |
Lecture |
Core Reading |
Examples |
Optional |
Lab Exercise |
| |
15 Jan |
Introduction |
|
|
Fotheringham Ch 1 & 2 |
No lab |
| 1 |
17 |
Descriptive
Statistics |
Rogerson Ch 1, 2 |
|
|
|
| |
|
|
|
|
|
|
|
22 |
ESDA |
|
|
Fotheringham Ch 4 |
1.
Intro to Stata |
| 2 |
24 |
Geographic
Sampling |
Clark
& Hosking Ch 5 |
Kumar 2007 |
Anselin
1989 |
|
| |
|
|
|
|
|
|
|
29 |
Inferential
Statistics |
Rogerson Ch 4, 5 |
|
McCloskey
& Ziliak 1996 |
2.
Intro to GeoDa |
| 3 |
31 |
Inferential
Statistics 2 |
Hubbard
& Armstrong 2005 |
|
|
|
| |
|
|
|
|
|
|
|
5 Feb |
Bivariate Regression |
Rogerson Ch 7, 8, 9 |
|
|
3. Confidence
Intervals |
| 4 |
7 |
Mulitple
Regression |
Hepple 1998 |
|
Hamilton Ch 2,3 |
|
| |
|
|
|
|
|
|
|
12 |
Regression
Diagnostics |
B&G Ch 1 |
|
Poon 2003 |
4.
Regression in Stata |
| 5 |
14 |
Spatial
Autocorrelation |
Gould 1970 |
O'Loughlin
2002 |
Hamilton Ch 4 |
|
| |
|
|
|
|
|
|
|
19 |
Regression
Models Incorporating |
B&G Ch 7.4-7.5 |
Loftin
& Ward 1983 |
Fotheringham pp162-71 |
5. Measuring Spatial
Autocorr. |
| 6 |
21 |
Spatial Dependencies |
Rogerson Ch 11 |
Dark
2004 |
Florax 2003 |
|
| |
|
|
|
|
|
|
|
26 |
Geograhically
Weighted Regression |
Fotheringham
pp107-27 |
Bitter
et al. 2007 |
Fotheringham Ch 5 |
6.
Regression in GeoDa |
| 7 |
28 |
|
|
|
|
|
| |
|
|
|
|
|
|
|
4 Mar |
Review |
|
|
|
Lab 6 due |
| 8 |
6 |
No class, work on exam 1 |
|
|
|
|
| |
|
|
|
|
|
|
|
11 |
Point
Pattern Analysis |
B&G Ch 3, 4.4 |
Gatrell
et al. 1995 |
Fotheringham Ch 6 |
7. GWR |
| 9 |
13 |
Point
Pattern Analysis |
Rogerson Ch 10 |
|
|
|
| |
|
|
|
|
|
|
|
18 |
Spatial
Interpolation |
Burrough
& McDonnell Ch5 & |
Ch6 |
Fotheringham pp171-78 |
8.
Point Patterns |
| 10 |
20 |
Geostatistics |
B&G Ch 5 |
Mitas & Mitasova
1999 |
|
| |
|
|
|
|
|
|
|
25 |
Spring Break |
|
|
|
|
| 11 |
27 |
No Classes |
|
|
|
|
| |
|
|
|
|
|
|
|
1 Apr |
Principal
Components Analysis |
B&G Ch 6.3-6.3.2 |
|
|
9.
Variograms & Kriging |
| 12 |
3 |
Cluster
Analysis |
Rogerson Ch 12 |
Hemmasi & Prorok 2002 |
|
| |
|
|
|
|
|
|
|
8 |
Logistic
Regression |
Hamilton
Ch 7 |
Myers et
al. 1997 |
|
PCA / work
on projects |
| 13 |
10 |
ANOVA |
Rogerson Ch 6 |
|
|
|
| |
|
|
|
|
|
|
|
15 |
Dan & Liam & finish ANOVA |
|
|
B&G Ch 9 |
Work on projects |
| 14 |
17 |
No class; AAG meeting |
|
|
Bruno
& Improta 2008 |
|
| |
|
|
|
|
|
|
|
22 |
Review |
|
|
|
Work on projects |
| 15 |
24 |
No class, work on exam 2 (due May 6, 5pm) |
|
|
|
| |
|
|
|
|
|
|
|
29 |
Final
Project Presentations |
|
|
|
No lab |
| 16 |
1 May |
(Final paper due May 2, 5pm) |
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|