fANCOVA: Nonparametric Analysis of Covariance

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This package contains a collection of R functions to perform nonparametric analysis of covariance for regression curves or surfaces. Testing the equality or parallelism of nonparametric curves or surfaces is equivalent to analysis of variance (ANOVA) or analysis of covariance (ANCOVA) for one-sample functional data. Three different testing methods are available in the package, including one based on L-2 distance, one based on an ANOVA statistic, and one based on variance estimators.

Author
Xiao-Feng Wang
Date of publication
2010-10-20 07:19:25
Maintainer
Xiao-Feng Wang <wangx6@ccf.org>
License
GPL (>= 3)
Version
0.5-1

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Man pages

loess.ancova
Fit a semiparametric ANCOVA model with a local polynomial...
loess.as
Fit a local polynomial regression with automatic smoothing...
plot.fANCOVA
Plot a fANCOVA Object
T.aov
Test the equality of nonparametric curves or surfaces based...
T.L2
Test the equality of nonparametric curves or surfaces based...
T.var
Test the equality of nonparametric curves or surfaces based...
USpopu
US national population
wild.boot
Generate one or multiple bootstrap samples of regression...

Files in this package

fANCOVA
fANCOVA/data
fANCOVA/data/USpopu.tab
fANCOVA/DESCRIPTION
fANCOVA/LICENSE
fANCOVA/man
fANCOVA/man/loess.ancova.Rd
fANCOVA/man/loess.as.Rd
fANCOVA/man/plot.fANCOVA.Rd
fANCOVA/man/T.aov.Rd
fANCOVA/man/T.L2.Rd
fANCOVA/man/T.var.Rd
fANCOVA/man/USpopu.Rd
fANCOVA/man/wild.boot.Rd
fANCOVA/NAMESPACE
fANCOVA/NEWS
fANCOVA/R
fANCOVA/R/fANCOVA_all.R
fANCOVA/R/onload.R