FRB: Fast and Robust Bootstrap

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

Author
Ella Roelant, Stefan Van Aelst, Gert Willems
Date of publication
2013-04-16 12:42:04
Maintainer
Stefan Van Aelst <Stefan.VanAelst@ugent.be>
License
GPL-2
Version
1.8

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