Helper function when multiple variables are supplied for XGBOOST — XGBPriors • ibis.iSDM

This is a helper function to specify several XGBPrior with the same hyper-parameters, but different variables.

Usage

XGBPriors(variable, hyper = "increasing", ...)

# S4 method for class 'character'
XGBPriors(variable, hyper = "increasing", ...)

Arguments

variable: A character matched against existing predictors or latent effects.
hyper: A character object describing the type of constrain. Available options are 'increasing', 'decreasing', 'convex', 'concave', 'none'.
...: Variables passed on to prior object.

See also

Other prior: BARTPrior(), BARTPriors(), BREGPrior(), BREGPriors(), GDBPrior(), GDBPriors(), GLMNETPrior(), GLMNETPriors(), INLAPrior(), INLAPriors(), STANPrior(), STANPriors(), XGBPrior(), add_priors(), get_priors(), priors(), rm_priors()