Spatial Statistics Workshop
I will be placing links on this page to materials used in the spatial statistics workshop.
Links to datasets that we will be using:
Geostatistical Analyst Tutorial Data
Geostatistical Analyst Exercise Files
The R code files
A very helpful discussion on modelling with spatial autocorrelation in R This includes a discussion on "The automap package [that] provides the very useful autokrige function. It will automatically fit the most appropriate variogram model (with the smallest residual sum of squares) and compute predictions using kriging."
Links to videos and other materials:
Lectures on YouTube from the GeoDa Center
The introductory tutorial on GeoDa spatial regression
A more detailed overview of GeoDa and spatial regression
An online text on Geospatial Analysis
ESRI's page on spatial statistics
The ESRI R-Bridge Python Toolbox