Coursework from ST5226 Spatial Statistics, under the NUS MSc in Statistics Programme. The course is designed to introduce students to methods for handling and analysing Geospatial Data in R.
The full list of topics covered under this course include:
- Introduction to Spatial Data in R (Classes, Visualization, Spatial Data Import and Export)
- Spatial Point Pattern Analysis
- Introduction to Geostatistics
- Spatial Prediction (Kriging)
- Model-Based Geostatistics (Spatial Random Effects, SRE Model)
- Areal Data and Measures of Spatial Association
- Spatial Regression Models
All uploaded markdown notebooks were prepared and consolidated by myself with reference to the lecture notes from the course.