I want to know the multicollinearity between different raster layers such temperature and precipitation related variables. How should I do that in ArcGIS?
Can the Variance Inflation Factor (VIF) be calculated in ArcGIS?
I don't think it's possible to do that in ARC. I would encourage you to do that in python using arcpy.RasterToNumpyArray to transform your raster in an array.