print.spikeslab: Print Summary Output of Analysis

In spikeslab: Prediction and Variable Selection Using Spike and Slab Regression

Print Summary Output of Analysis

Description

Print summary output from spike and slab analysis. Note that this is the default print method for the package.

Usage

## S3 method for class 'spikeslab'
print(x, ...)

Arguments

x	An object of class spikeslab.
...	Further arguments passed to or from other methods.

Author(s)

Hemant Ishwaran ([e-mail])

J. Sunil Rao ([e-mail])

Udaya B. Kogalur ([e-mail])

References

Ishwaran H. and Rao J.S. (2003). Detecting differentially expressed genes in microarrays using Bayesian model selection. J. Amer. Stat. Assoc., 98:438-455.

Ishwaran H. and Rao J.S. (2005a). Spike and slab variable selection: frequentist and Bayesian strategies. Ann. Statist., 33:730-773.

Ishwaran H. and Rao J.S. (2005b). Spike and slab gene selection for multigroup microarray data. J. Amer. Stat. Assoc., 100:764-780.

Ishwaran H. and Rao J.S. (2009). Generalized ridge regression: geometry and computational solutions when p is larger than n.

See Also

spikeslab.

Examples

## Not run: 
#------------------------------------------------------------
# Example 1: diabetes data
#------------------------------------------------------------

data(diabetesI, package = "spikeslab")
obj <- spikeslab(Y ~ . , diabetesI, verbose = TRUE)
print(obj)

## End(Not run)

spikeslab documentation built on April 27, 2022, 1:05 a.m.