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

                        http://www.r-project.org/


                        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


Tutorials for R

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

Spatial Statistics

Simple R

Using R for Data Analysis and Graphics

Notes on R: A Programming Environment for Data Analysis and Graphics

Regression in R

Regression in R

R functions for Regression

Practical Regression and ANOVA in R

Linear Regression and model checking in R

Multiple Regression in R

S+ and R appendix to "Applied Regression by J. Fox

Regression diagnostics in R

Regression diagnostics and R

Polynomial Regression in R

Dimension Reduction regression in R

Spatial statistics and R

Generalized Regression and Spatial Prediction in R


PCA:

PCA
Factor Analysis

Factor Analysis

Varimax

Loadings

PCA and Factor Analysis

  SPSS Factor Analysis example


                        No special component of SPSS for PCA


  Overview of Factor Analysis


  PCA and Factor Analysis example

Cluster Analysis

Overview of Cluster Analysis


Distance Measures and Clustering


Macros for Global-Local Moran I in SPSS


ggobi

Ggobi software

Interactive Data Analysis using R and GGobi

GGobi News


Applications/Examples

Spatial Stucture and Multivariate Analysis in Ecosystems


West Nile virus in Illinois


CDC Public Health GIS news