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Lecture
Spatial Autocorrelation: Determining Geographic Object Neighborhoods
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Spatial Dependence: Autocorrelation and Analysis
Introduces spatial dependence, the paradox of classical statistics, and the bias in linear regression.
Spatial Autocorrelation: An Introduction to GIS
Covers spatial autocorrelation in GIS, including global autocorrelation, weighting schemes, Moran's I, and contiguity ratio.
Discrete variables: Geometric properties
Covers geometric properties of discrete variables in GIS, including location, size, and shape.
Spatial Global Autocorrelation
Covers spatial autocorrelation, Moran's I interpretation, weighting schemes, and connectivity analysis in GIS.
Autocorrelation and Spatial Dependence
Covers autocorrelation, spatial dependence, and modeling challenges in GIS, emphasizing the importance of historical data and statistical methods.
Spatial Autocorrelation and Dependence
Covers spatial autocorrelation, dependence in GIS, and biases in classical statistics.