Usage
## S3 method for class 'spikeSlabGAM':
predict(object, newdata, type=c("response", "link", "terms"), terms,
aggregate=mean, quantiles, addIntercept=is.null(terms),
...)Arguments
object
a spikeSlabGAM model
newdata
an optional data.frame on which to evaluate predictions.
Defaults to NULL, in which case the fitted values for the original data are returned
type
the type of prediction required. The default is on the scale of response,
the alternative 'link' is on the scale of the linear predictor.
Specifying 'terms' returns a list giving the linear predictors of the terms specified i
terms
an optional character vector of term labels or variable names for which to return fits/predictions/credible regions.
If variable names instead of term labels are supplied, the function returns predictions/estimates for
all terms associated wit
aggregate
(function) the summary statistic of the posterior predictive of the linear predictor.
Defaults to mean.
quantiles
(numeric) an optional vector of quantiles for borders of credible regions of the returned values.
Defaults to NULL.
addIntercept
include global intercept term in prediction/estimate? Defaults to TRUE if terms=NULL.
...
arguments passed from or to other methods (not used)