Special Topics in Spatial and Statistical Analysis

Course Description

Objectives

In this course, there is an in-depth study of quantitative methods for exploratory and interpretative analysis of geographic data. The main objective of the course is to teach methods of statistical and spatial statistical analysis and their application to phenomena studied by the science of geography, utilizing both free and commercial software. Upon completion of the course, participants will have enriched their theoretical and practical knowledge in the application of statistical methodologies and applied spatial analysis, and will be able to apply appropriate analysis methods using suitable software for the study of geographic phenomena.

Content 

Means comparison, analysis of Variance (ANOVA), factor analysis and principal component analysis, logistic regression, exploration of spatial patterns, spatial autocorrelation, Geographically Weighted Regression

Teaching & Assessment

The teaching of the course includes theory and laboratory exercises in statistical analysis software and Geographic Information Systems.

The final grade for the course is determined by 30% from the project progress presentation and by 70% from the final assignment.