FRB: Fast and Robust Bootstrap
Version 1.8

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

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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
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("FRB")

Man pages

delivery: Delivery Time Data
diagplot: Plot Method for Objects of class 'FRBmultireg'
ForgedBankNotes: Swiss (forged) bank notes data
FRBhotellingMM: Robust Hotelling test using the MM-estimator
FRBhotellingS: Robust Hotelling test using the S-estimator
FRB-internal: Internal functions for the package FRB
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...
MMboot_twosample: Fast and Robust Bootstrap for Two-Sample MM-estimates of...
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...
Sboot_twosample: Fast and Robust Bootstrap for Two-Sample S-estimates of...
schooldata: School Data
Scontrol: Tuning parameters for multivariate S, MM and GS estimates
Sest_multireg: S-Estimates for Multivariate Regression
summary.FRBhot: Summary Method for Objects of Class 'FRBhot'
summary.FRBmultireg: Summary Method for Objects of Class 'FRBmultireg'
summary.FRBpca: Summary Method for Objects of Class 'FRBpca'

Functions

FRBhotellingMM Man page Source code
FRBhotellingMM.default Man page Source code
FRBhotellingMM.formula Man page Source code
FRBhotellingS Man page Source code
FRBhotellingS.default Man page Source code
FRBhotellingS.formula Man page Source code
FRBmultiregGS Man page Source code
FRBmultiregGS.default Man page Source code
FRBmultiregGS.formula Man page Source code
FRBmultiregMM Man page Source code
FRBmultiregMM.default Man page Source code
FRBmultiregMM.formula Man page Source code
FRBmultiregS Man page Source code
FRBmultiregS.default Man page Source code
FRBmultiregS.formula Man page Source code
FRBpcaMM Man page Source code
FRBpcaMM.default Man page Source code
FRBpcaMM.formula Man page Source code
FRBpcaS Man page Source code
FRBpcaS.default Man page Source code
FRBpcaS.formula Man page Source code
ForgedBankNotes Man page
GSboot_multireg Man page Source code
GScontrol Man page Source code
GSeinfs_multireg Man page
GSest_multireg Man page Source code
GSest_multireg.default Man page Source code
GSest_multireg.formula Man page Source code
MMboot_loccov Man page Source code
MMboot_multireg Man page Source code
MMboot_twosample Man page Source code
MMcontrol Man page Source code
MMeinfs_multireg Man page Source code
MMeinfs_pca Man page Source code
MMest_loccov Man page Source code
MMest_multireg Man page Source code
MMest_multireg.default Man page Source code
MMest_multireg.formula Man page Source code
MMest_twosample Man page Source code
Sboot_loccov Man page Source code
Sboot_multireg Man page Source code
Sboot_twosample Man page Source code
Scontrol Man page Source code
Seinfs_multireg Man page Source code
Seinfs_pca Man page Source code
Sest_loccov Man page Source code
Sest_multireg Man page Source code
Sest_multireg.default Man page Source code
Sest_multireg.formula Man page Source code
Sest_twosample Man page Source code
delivery Man page
diagplot Man page Source code
diagplot.FRBhot Man page Source code
diagplot.FRBmultireg Man page Source code
diagplot.FRBpca Man page Source code
hemophilia Man page
plot.FRBhot Man page Source code
plot.FRBmultireg Man page Source code
plot.FRBpca Man page Source code
plotFRBangles Man page Source code
plotFRBloadings Man page Source code
plotFRBvars Man page Source code
predict.FRBmultireg Man page Source code
print.FRBmultireg Man page Source code
print.FRBpca Man page Source code
print.summary.FRBhot Man page Source code
print.summary.FRBmultireg Man page Source code
print.summary.FRBpca Man page Source code
schooldata Man page
summary.FRBhot Man page Source code
summary.FRBmultireg Man page Source code
summary.FRBpca Man page Source code
vcov.FRBmultireg Man page Source code

Files

MD5
R
R/summary_FRBpca.R
R/summary_FRBmultireg.R
R/summary_FRBhot.R
R/Sest_twosample.R
R/Sest_multireg.R
R/Sest_loccov.R
R/Seinfs_pca.R
R/Seinfs_multireg.R
R/Scontrol.r
R/Sboot_twosample.R
R/Sboot_multireg.R
R/Sboot_loccov.R
R/plotFRBvars.r
R/plotFRBpcaDiag.r
R/plotFRBpca.r
R/plotFRBmultiregDiag.R
R/plotFRBmultireg.R
R/plotFRBloadings.r
R/plotFRBhotDiag.r
R/plotFRBhot.R
R/plotFRBangles.R
R/MMest_twosample.r
R/MMest_multireg.R
R/MMest_loccov.R
R/MMeinfs_pca.R
R/MMeinfs_multireg.R
R/MMboot_twosample.R
R/MMboot_multireg.R
R/MMboot_loccov.R
R/GSest_multireg.R
R/GSeinfs_multireg.R
R/GSboot_multireg.R
R/FRBpcaS.R
R/FRBpcaMM.R
R/FRBmultiregS.R
R/FRBmultiregMM.R
R/FRBmultiregGS.R
R/FRBhotellingS.R
R/FRBhotellingMM.R
NAMESPACE
man
man/summary.FRBpca.Rd
man/summary.FRBmultireg.Rd
man/summary.FRBhot.rd
man/Sest_multireg.Rd
man/Scontrol.Rd
man/schooldata.Rd
man/Sboot_twosample.rd
man/Sboot_multireg.Rd
man/Sboot_loccov.Rd
man/print.FRBpca.Rd
man/print.FRBmultireg.Rd
man/plot.FRBpca.Rd
man/plot.FRBmultireg.Rd
man/plot.FRBhot.Rd
man/MMest_multireg.Rd
man/MMboot_twosample.rd
man/MMboot_multireg.Rd
man/MMboot_loccov.Rd
man/hemophilia.Rd
man/GSest_multireg.Rd
man/GSboot_multireg.Rd
man/FRBpcaS.Rd
man/FRBpcaMM.Rd
man/FRBmultiregS.Rd
man/FRBmultiregMM.Rd
man/FRBmultiregGS.Rd
man/FRBhotellingS.Rd
man/FRBhotellingMM.Rd
man/FRB-internal.rd
man/ForgedBankNotes.Rd
man/diagplot.rd
man/delivery.Rd
inst
inst/CITATION
DESCRIPTION
data
data/schooldata.txt.gz
data/hemophilia.txt.gz
data/ForgedBankNotes.txt.gz
data/delivery.txt.gz
FRB documentation built on May 19, 2017, 3:33 p.m.