summary.spikeSlabGAM: Summary for posterior of a spikeSlabGAM fit
Description
Returns basic information about prior and model
structure, posterior means of inclusion probablities,
term inportance and the most probable models found by the
SSVS.
Usage
## S3 method for class 'spikeSlabGAM':
summary(object, threshold = 0.5,
...)
Arguments
object
an object of class spikeSlabGAM
threshold
threshold for inclusion of a model term.
Defaults to 0.5.
...
arguments passed from or to other methods (not
used)
Value
an object of class summary.spikeSlabGAM
Details
Two scalar summaries of term importance are included:
[object Object],[object Object] The summary
also shows the dimensionality of the basis associated
with a term.
The top row in the model table shows the relative
frequency of the respective model, the bottom row shows
cumulative relative frequencies for the models visited
most often.