GEOGRAPHY AND REGIONAL DEVELOPMENT 657
Spring 2006
A variety of software packages will be used in the course, some for class demonstrations, some for various class assignments. The software will either be that which is accessible in SBS facilities or in University facilities and/or that which can be freely downloaded from the internet. Although there might instances where a student could utilize programming skills, there will not be any assignments requiring the use of programming. In general it is expected that students will either already be somewhat familiar with the software, e.g., SPSS, or will take advantage of tutorials and examples found on the internet. Examples of both are found below
SPSS
This software is on the PC’s in the ICL and in the DASL
http://sbsri.web.arizona.edu/new_page_2.htm
It is also on the PC’s in the University Library Information Commons
R (with various packages)
This software is on the PC’s in the ICL and in the DASL
http://sbsri.web.arizona.edu/new_page_2.htm
R (and the various packages) is free software and can be downloaded from
Documentation for the packages in R
http://sekhon.polisci.berkeley.edu/stats/html/00Index.html
MINITAB
This software is not available on the PC’s in the ICL nor in the DASL.
However it is available on the PC’s in the library, for information see
http://www.library.arizona.edu/ic/ic-statistics.html
CRIMESTAT
This software is not available on the PC’s in the ICL nor in the DASL.
It is available for free download however.
http://www.icpsr.umich.edu/CRIMESTAT/
GGOBI
This software is not available on the PC’s in the ICL nor in the DASL.
It is available for free download however. It can also be used in connection
with R. http://www.ggobi.org/downloads/
Luc Anselin Short Course on Spatial Analysis"
A comparison of different software packages for analysis of categorical data
1. SPSS tutorial- Basics, Regression and ANOVA
3. SPSS tutorial- Getting Started
4. SPSS tutorial- Basics, Correlation and ANOVA
5. Links for SPSS tutorials and examples
6. SPSS Advanced Models tutorial
R Commander is a menu-driven front end for R. It can be downloaded and installed from within R (as a "package"). See R Commander, installation and use for details General:
Analysis of Environmental and Ecological Data
Using R for Data Analysis and Graphics
Notes on R: A Programming Environment for Data Analysis and Graphics
Practical Regression and ANOVA in R
Linear Regression and model checking in R
S+ and R appendix to "Applied Regression by J. Fox
Dimension Reduction regression in R
Generalized Regression and Spatial Prediction in R
PCA
Factor Analysis
PCA and Factor Analysis
No special component of SPSS for PCA
PCA and Factor Analysis example
Cluster Analysis
Distance Measures and Clustering
Interactive Data Analysis using R and GGobi
Applications/Examples
Spatial Stucture and Multivariate Analysis in Ecosystems