variable.names.pred.bas: Extract the variable names for a model from a BAS prediction...

In BAS: Bayesian Variable Selection and Model Averaging using Bayesian Adaptive Sampling

Extract the variable names for a model from a BAS prediction object

Description

S3 method for class 'pred.bas'. Simple utility function to extract the variable names. Used to print names for the selected models using estimators for 'HPM', 'MPM' or 'BPM". for the selected model created by predict for BAS objects.

Usage

## S3 method for class 'pred.bas'
variable.names(object, ...)

Arguments

object	a BAS object created by predict from a BAS 'bas.lm' or 'bas.glm' object
...	other arguments to pass on

Value

a character vector with the names of the variables included in the selected model; in the case of 'BMA' this will be all variables

See Also

predict.bas

Other predict methods: fitted.bas(), predict.bas(), predict.basglm()

Other bas methods: BAS, bas.lm(), coef.bas(), confint.coef.bas(), confint.pred.bas(), diagnostics(), fitted.bas(), force.heredity.bas(), image.bas(), plot.confint.bas(), predict.bas(), predict.basglm(), summary.bas(), update.bas()

Examples

data(Hald)
hald.gprior =  bas.lm(Y~ ., data=Hald, prior="ZS-null", modelprior=uniform())
hald.bpm = predict(hald.gprior, newdata=Hald[1,],
                   se.fit=TRUE,
                   estimator="BPM")
variable.names(hald.bpm)

BAS documentation built on Sept. 30, 2024, 9:19 a.m.