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Spatial Autocorrelation of Dependent Variable

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10-27-2021 10:49 AM
NasserSharareh1
New Contributor III

I want to develop a multivariate logistic regression to model the odds of opioid overdose deaths at the ZIP Code level. 

Since the logistic regression does not handle spatial autocorrelation, I need to check whether my dependent/outcome variable is spatially autocorrelated or not (measuring the Moran’s I on the occurrences of opioid overdose death).

I wonder if the outcome was spatially autocorrelated, how I can address that in ArcGIS Pro?

I know that people use the Bayesian hierarchical spatial model to account for spatial autocorrelation but how can I use such a method in ArcGIS?

Does the GWR method account for spatial autocorrelation?

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DanPatterson
MVP Esteemed Contributor

Moved to Spatial Statistics Questions so you have a shot at an answer


... sort of retired...