BAS (version 0.80)

summary.bma: Summaries of Bayesian Model Averaging objects

Description

summary and print methods for Bayesian model averaging objects created by bas Bayesian Adaptive Sampling

Usage

## S3 method for class 'bma':
summary(object, n.models = 5, ...)
## S3 method for class 'bma':
print(x, digits = max(3, getOption("digits") - 3), ...)

Arguments

object

object of class 'bma'

x

object of class 'bma'

n.models

optional number specifying the number of best models to display in summary

digits

optional number specifying the number of digits to display

...

other parameters to be passed to print.default

Details

The print methods display a view similar to print.lm . The summary methods display a view specific to Bayesian model averaging giving the top highest probability models.

See Also

coefficients.bma

Examples

library(MASS)
data(UScrime)
UScrime[,-2] = log(UScrime[,-2])
crime.bic =  bas.lm(y ~ ., data=UScrime, n.models=2^15, prior="BIC",initprobs= "eplogp")
print(crime.bic)
summary(crime.bic)