summary.spikeSlabGAM: Summary for posterior of a spikeSlabGAM fit...
Description
Summary for posterior of a spikeSlabGAM fit
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
Returns basic information about prior and model structure, posterior means
of inclusion probablities, term inportance and the most probable models found by the SSVS.
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.