Check LOO Diagnostics for brma Objects — check_loo.brma • RoBMA

Check Pareto k diagnostics for a brma model object and warn if any values are high.

Usage

# S3 method for class 'brma'
check_loo(object, unit = "estimate", ...)

Arguments

object: a brma model object.
unit: output/deletion unit. See add_loo.
...: currently unused.

Value

NULL (throws warning if diagnostics are unreliable).

Details

LOO must first be computed with object <- add_loo(object, unit = unit). The method warns when any Pareto \(k\) diagnostic is greater than 0.7.