Results in OLS method, illustrate a strong relationship between 3 explanatory variables and a dependent variable; however, when it comes to GWR method(using the same explanatory variables), running fails, containing Error 040038 (Results cannot be computed because of severe model design problems).
What's the reason? how to solve it.
Thanks in advance.
Performs Geographically Weighted Regression (GWR), a local form of linear regression used to model spatially varying relationships.
GWR constructs a separate equation for every feature in the dataset incorporating the dependent and explanatory variables of features falling within the bandwidth of each target feature. The shape and extent of the bandwidth is dependent on user input for the Kernel type, Bandwidth method, Distance, and Number of neighbors parameters with one restriction: when the number of neighboring features would exceed 1000, only the closest 1000 are incorporated into each local equation.
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