FRB: Fast and Robust Bootstrap

This package performs robust inference based on applying Fast and Robust Bootstrap on robust estimators. Available methods are multivariate regression, PCA and Hotelling tests.

AuthorElla Roelant, Stefan Van Aelst, Gert Willems
Date of publication2013-04-16 12:42:04
MaintainerStefan Van Aelst <Stefan.VanAelst@ugent.be>
LicenseGPL-2
Version1.8

View on CRAN

Man pages

delivery: Delivery Time Data

ForgedBankNotes: Swiss (forged) bank notes data

FRBhotellingMM: Robust Hotelling test using the MM-estimator

FRBhotellingS: Robust Hotelling test using the S-estimator

FRBmultiregGS: GS-Estimates for multivariate regression with bootstrap...

FRBmultiregMM: MM-Estimates for Multivariate Regression with Bootstrap...

FRBmultiregS: S-Estimates for Multivariate Regression with Bootstrap...

FRBpcaMM: PCA based on Multivariate MM-estimators with Fast and Robust...

FRBpcaS: PCA based on Multivariate S-estimators with Fast and Robust...

GSboot_multireg: Fast and Robust Bootstrap for GS-Estimates

GSest_multireg: GS Estimates for Multivariate Regression

hemophilia: Hemophilia Data

MMboot_loccov: Fast and Robust Bootstrap for MM-estimates of Location and...

MMboot_multireg: Fast and Robust Bootstrap for MM-Estimates of Multivariate...

MMest_multireg: MM-Estimates for Multivariate Regression

plot.FRBhot: Plot Method for Objects of class 'FRBhot'

plot.FRBmultireg: Plot Method for Objects of class 'FRBmultireg'

plot.FRBpca: Plot Method for Objects of class 'FRBpca'

print.FRBmultireg: Print Method for Objects of Class 'FRBmultireg'

print.FRBpca: Print Method for Objects of Class 'FRBpca'

Sboot_loccov: Fast and Robust Bootstrap for S-estimates of...

Sboot_multireg: Fast and Robust Bootstrap for S-Estimates of Multivariate...

schooldata: School Data

Scontrol: Tuning parameters for multivariate S, MM and GS estimates

Sest_multireg: S-Estimates for Multivariate Regression

summary.FRBmultireg: Summary Method for Objects of Class 'FRBmultireg'

summary.FRBpca: Summary Method for Objects of Class 'FRBpca'

Files in this package

FRB
FRB/MD5
FRB/R
FRB/R/summary_FRBpca.R FRB/R/summary_FRBmultireg.R FRB/R/summary_FRBhot.R FRB/R/Sest_twosample.R FRB/R/Sest_multireg.R FRB/R/Sest_loccov.R FRB/R/Seinfs_pca.R FRB/R/Seinfs_multireg.R
FRB/R/Scontrol.r
FRB/R/Sboot_twosample.R FRB/R/Sboot_multireg.R FRB/R/Sboot_loccov.R
FRB/R/plotFRBvars.r
FRB/R/plotFRBpcaDiag.r
FRB/R/plotFRBpca.r
FRB/R/plotFRBmultiregDiag.R FRB/R/plotFRBmultireg.R
FRB/R/plotFRBloadings.r
FRB/R/plotFRBhotDiag.r
FRB/R/plotFRBhot.R FRB/R/plotFRBangles.R
FRB/R/MMest_twosample.r
FRB/R/MMest_multireg.R FRB/R/MMest_loccov.R FRB/R/MMeinfs_pca.R FRB/R/MMeinfs_multireg.R FRB/R/MMboot_twosample.R FRB/R/MMboot_multireg.R FRB/R/MMboot_loccov.R FRB/R/GSest_multireg.R FRB/R/GSeinfs_multireg.R FRB/R/GSboot_multireg.R FRB/R/FRBpcaS.R FRB/R/FRBpcaMM.R FRB/R/FRBmultiregS.R FRB/R/FRBmultiregMM.R FRB/R/FRBmultiregGS.R FRB/R/FRBhotellingS.R FRB/R/FRBhotellingMM.R
FRB/NAMESPACE
FRB/man
FRB/man/summary.FRBpca.Rd FRB/man/summary.FRBmultireg.Rd
FRB/man/summary.FRBhot.rd
FRB/man/Sest_multireg.Rd FRB/man/Scontrol.Rd FRB/man/schooldata.Rd
FRB/man/Sboot_twosample.rd
FRB/man/Sboot_multireg.Rd FRB/man/Sboot_loccov.Rd FRB/man/print.FRBpca.Rd FRB/man/print.FRBmultireg.Rd FRB/man/plot.FRBpca.Rd FRB/man/plot.FRBmultireg.Rd FRB/man/plot.FRBhot.Rd FRB/man/MMest_multireg.Rd
FRB/man/MMboot_twosample.rd
FRB/man/MMboot_multireg.Rd FRB/man/MMboot_loccov.Rd FRB/man/hemophilia.Rd FRB/man/GSest_multireg.Rd FRB/man/GSboot_multireg.Rd FRB/man/FRBpcaS.Rd FRB/man/FRBpcaMM.Rd FRB/man/FRBmultiregS.Rd FRB/man/FRBmultiregMM.Rd FRB/man/FRBmultiregGS.Rd FRB/man/FRBhotellingS.Rd FRB/man/FRBhotellingMM.Rd
FRB/man/FRB-internal.rd
FRB/man/ForgedBankNotes.Rd
FRB/man/diagplot.rd
FRB/man/delivery.Rd
FRB/inst
FRB/inst/CITATION
FRB/DESCRIPTION
FRB/data
FRB/data/schooldata.txt.gz
FRB/data/hemophilia.txt.gz
FRB/data/ForgedBankNotes.txt.gz
FRB/data/delivery.txt.gz

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.