Multiple regression and correlation
Assumptions of correlation and regression, data transformation, and weighted regression
Spatial autocorrelation and spatial regression
Common factor analysis and principal component analysis
Spatially constrained principal component analysis
Geographically weighted correlation and regression
Geographically weighted principal component analysis
Logistic regression
Spatial logistic regression
Time series analaysis and time series regression
Important parametric and non-parametric significance tests