Analysis to generate a GLM model and find spatial dependance of multiple variables on a target variable. Outputs the dependance of the target variable on each of the explanatory variables, the intercept in each location and the goodness of fit for each region.
Example from Georgia where the dependent variable is % bachelor and the dependent variables are % black, % rural, % poverty can be seen here
Inputs
Layer with points, polygons or lines
Column to use for target variable
Columns to use as explanatory variables
Model family
Bandwidth, or bandwidth discovery method
Outputs
A table with the original geometries, the goodness of fit of the analysis, the intercept for each region and the slopes for each explanatory variable in each region.
Usecases
Starts to get at dependance, correlation within regions
andy-esch
commented
6 years ago
Description
Analysis to generate a GLM model and find spatial dependance of multiple variables on a target variable. Outputs the dependance of the target variable on each of the explanatory variables, the intercept in each location and the goodness of fit for each region.
Example from Georgia where the dependent variable is % bachelor and the dependent variables are % black, % rural, % poverty can be seen here
Inputs
Outputs
Usecases