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'

Functions

delivery Man page
ForgedBankNotes Man page
FRBhotellingMM Man page
FRBhotellingMM.default Man page
FRBhotellingMM.formula Man page
FRBhotellingS Man page
FRBhotellingS.default Man page
FRBhotellingS.formula Man page
FRBmultiregGS Man page
FRBmultiregGS.default Man page
FRBmultiregGS.formula Man page
FRBmultiregMM Man page
FRBmultiregMM.default Man page
FRBmultiregMM.formula Man page
FRBmultiregS Man page
FRBmultiregS.default Man page
FRBmultiregS.formula Man page
FRBpcaMM Man page
FRBpcaMM.default Man page
FRBpcaMM.formula Man page
FRBpcaS Man page
FRBpcaS.default Man page
FRBpcaS.formula Man page
GSboot_multireg Man page
GScontrol Man page
GSest_multireg Man page
GSest_multireg.default Man page
GSest_multireg.formula Man page
hemophilia Man page
MMboot_loccov Man page
MMboot_multireg Man page
MMcontrol Man page
MMest_multireg Man page
MMest_multireg.default Man page
MMest_multireg.formula Man page
plotFRBangles Man page
plot.FRBhot Man page
plotFRBloadings Man page
plot.FRBmultireg Man page
plot.FRBpca Man page
plotFRBvars Man page
print.FRBmultireg Man page
print.FRBpca Man page
print.summary.FRBmultireg Man page
print.summary.FRBpca Man page
Sboot_loccov Man page
Sboot_multireg Man page
schooldata Man page
Scontrol Man page
Sest_multireg Man page
Sest_multireg.default Man page
Sest_multireg.formula Man page
summary.FRBmultireg Man page
summary.FRBpca Man page

Files

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.

Please suggest features or report bugs with the GitHub issue tracker.

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