summary.Three_Stage_Parameters {DRIP} | R Documentation |
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 class 'Three_Stage_Parameters'
summary(object, ...)
Arguments
object |
A three-stage estimation bandwidth selection object. |
... |
Further arguments passed to or from other methods. |
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.
Value
A brief display of bandwidth selection results in three-stage estimation.
Author(s)
Yicheng Kang
References
Qiu, P. and Kang, Y. (2015) “Blind Image Deblurring Using Jump Regression Analysis”, Statistica Sinica, 25, 879 – 899, doi:10.5705/ss.2014.054.
See Also
threeStageParSel
, print.Three_Stage_Parameters
,
plot.Three_Stage_Parameters
Examples
## Not run:
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)
## End(Not run)
[Package DRIP version 2.3 Index]