select_sdmVariables: Reduce potentially problematic multicollinearity by removing...

In mbelitz/autoSDM: What the Package Does (One Line, Title Case)

Description

Removes the variable that contributed the least to a default Maxent model and had a VIF greater than a user-defined value until all variables used in the species distribution model have VIFs less than the user-defined value.

Usage

select_sdmVariables(predictor_vars, maxVIF)

Arguments

predictor_vars	raster stack of variables to be used as potential predictor variables
maxVIF	numeric value that denotes the maximum allowed VIF value among predictor variables.

Value

A raster stack of predictor variables that has been reduced to limit potential problems with multicollinearity.

mbelitz/autoSDM documentation built on Dec. 21, 2021, 3:55 p.m.