GY245 Half Unit
Quantitative Methods in Geography
This information is for the 2018/19 session.
Dr Felipe Carozzi STC 4.17
This course is compulsory on the BA in Geography and BSc in Geography with Economics. This course is available on the BSc in Economic History and Geography, BSc in Environment and Development and BSc in Environmental Policy with Economics. This course is not available as an outside option nor to General Course students.
GY140 Introduction to Geographical Research or a 1st year statistics course such as ST107 Quantitative Methods (Statistics)
This course provides students with an introduction to quantitative methods for geographical analysis, specifically regression analysis and Geographical Information Systems. An understanding of quantitative methods of this type is essential for those who wish to go on to do their own research and for those who those who will interpret and evaluate research in their future careers. The first part of the course is devoted to the principles of regression analysis as applied to quantitative social science. The second part of the course introduces students to the use of Geographical Information Systems in research. Theoretical discussion in the lectures is accompanied by practical computer classes in which students learn how to apply these methods on real data sets. The practical classes develop a range of skills which lead on to an assessed practical project.
1. Introduction to quantitative methods
2. Regression analysis: linear models; parameter estimation; interpretation; R-squared; dummy variables
3. Regression analysis: hypothesis tests
4. Regression analysis: classical assumptions; omitted variables; reverse causality; heteroscedasticity; multicollinearity
5. Regression: non-linear models; practical applications in project work
6. GIS: Introduction
7. GIS: Spatial representation; vector data; raster data; remote sensing; databases, joins
8. GIS: Queries, spatial joins, overlay and data management
9. GIS: Examples
15 hours of lectures, 10 hours of classes and 2 hours of workshops in the MT.
Students on this course will have a reading week in Week 6.
Formative work is based solely on the statistical part of the course. A dataset is provided alongside a specific set of questions.
Studenmund, A.H. (various) Using Econometrics: a practical guide. Longman: London. ISBN: 032106481X. BLPES: HB139 S93
Bernhardsen, T (2002a). Geographic Information Systems: An Introduction. New York: John Wiley and Sons.
Breslin, P., Frunzi, N., Napolean, E.,Ormsby, T. Getting to Know ArcView GIS. San Fransisco: ESRI Press.
Project (100%, 4000 words) in the LT.
Department: Geography & Environment
Total students 2017/18: Unavailable
Average class size 2017/18: Unavailable
Capped 2017/18: No
Value: Half Unit
- Team working
- Problem solving
- Application of information skills
- Application of numeracy skills
- Commercial awareness
- Specialist skills