MODULE 3: Spatial regression
Prologue
1
Accesing spatial data
1.1
Working with vector layers
1.1.1
Reading vector files
1.1.2
Querying and sampling vector layers
1.2
Working with raster layers
1.2.1
Loading raster layers
1.3
Loading multiple raster layers
1.4
Spatial properties and characteristics
1.4.1
Layer extent
1.4.2
Projections and reference system
2
Spatial regression
2.1
Building the dependent variable
2.2
Retrieving the independent variables
2.3
Spatial prediction
3
Mapping with R
3.1
Basic mapping
3.2
Mapping with
spplot()
3.2.1
Mapping multiple attributes with spplot
3.3
Multiple plots with spplot
3.4
Mapping with ggplot
Final Words
References
Published with bookdown
Introduction to spatial statistics with R
References