Lecture slides and recordings for DATA 589: Spatial Statistics.



Introduction to Spatial Data



Lecture 01 - Course Intro

Slides.

Recording.


Point Processes



Lecture 02 - Spatial Intensity

Slides.

Recording.

Lecture 03 - Spatial Correlations

Slides.

Recording.

Lecture 04 - Poisson Point Processes

Slides.

Recording.

Lecture 05 - Poisson Point Processes Model Validation

Slides.

Recording.



Spatial Autocorrelation



Lecture 06 - Variograms

Slides.

Recording.

Lecture 07 - Kriging

Slides.

Recording.

Lecture 08 - Kriging with covariates

Slides.

Recording.