WVU: GEOG 300
Instructional videos for GEOG 300: Geographical Data Analysis at West Virginia University.
Picking a technique
Geographically weighted regression presentation
Geographically weighted regression limitations
Geographically weighted regression interpretation
Geographically weighted regression introduction
Multivariate regression presentation
Multivariate regression interpretation
Multivariate regression introduction
Spatial regression: presentation
Spatial lag and error regression
Spatial regression: autocorrelation of residuals
Spatial regression overview
Correlation and regression
Regression presentation
Regression pitfalls
Regression inference
Regression concepts
Point pattern analysis: presenting the results
Point pattern analysis: critiques
Point pattern analysis: distance based techniques
Point pattern analysis: density based approaches
Point pattern analysis: complete spatial randomness
Point pattern analysis introduction
Writing about Spatial Autocorrelation
Spatial autocorrelation of points: the semivariogram
Implications of spatial autocorrelation
Statistical inference for spatial autocorrelation: Moran’s I & LISA
Spatial autocorrelation: spatial weights matrices
Spatial autocorrelation principles
Chi-squared presentation