DRIP (version 2.3)

summary.Three_Stage_Parameters: Summarize Parameter Selection Results in 3-Stage Estimation

Description

Summarize and display key information about a 3-stage estimation bandwidth selection object.

Usage

# S3 method for Three_Stage_Parameters
summary(object, ...)

Value

A brief display of bandwidth selection results in three-stage estimation.

Arguments

object

A three-stage estimation bandwidth selection object.

...

Further arguments passed to or from other methods.

Author

Yicheng Kang

Details

Summarize some information about a three-stage estimation bandwidth selection object. In particular, this method prints the cross-validation or modified cross-validation scores and the selected bandwidth.

References

Qiu, P. and Kang, Y. (2015) ``Blind Image Deblurring Using Jump Regression Analysis'', Statistica Sinica, 25, 879 -- 899, tools:::Rd_expr_doi("10.5705/ss.2014.054").

See Also

threeStageParSel, print.Three_Stage_Parameters, plot.Three_Stage_Parameters

Examples

if (FALSE) {
step.edges <- stepEdge(peppers, bandwidth = 9, thresh = 17) 
roof.edges <- roofEdge(peppers, bandwidth = 6, thresh = 3000,
    edge1 = step.edges) 
set.seed(24)
# Time consuming
parSel <- threeStageParSel(image = peppers, edge1 = step.edges,
    edge2 = roof.edges, bandwidth = 3:4, nboot = 1, blur = TRUE)
summary(parSel)
}