I have a set of data with spatial map with census tract, nearest distances to close by hospitals and cities. I need advise on how I can process this data for regression analysis and generate maps for ARC GIS (to see correlation). If you have a guide, it will be great. Thanks
Info on Generalized Linear Regression is here:
https://pro.arcgis.com/en/pro-app/latest/tool-reference/geoanalytics-desktop/generalized-linear-regression.htm
But spatially weighted regression is better for spatial data. Info on that is here: https://pro.arcgis.com/en/pro-app/latest/tool-reference/spatial-statistics/geographicallyweightedregression.htm
Outside ESRI you can find a free and open source software tool that serves as an introduction to spatial data science from GeoDa at:
http://geodacenter.github.io/
ArcGIS has Geographically Weighted Regression (GWR) which can be used to regress a dependent variable over independent variables. It also takes into account spatial autocorrelation effects.
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