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fANCOVA (version 0.6-1)

Nonparametric Analysis of Covariance

Description

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.

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Version

Install

install.packages('fANCOVA')

Monthly Downloads

2,216

Version

0.6-1

License

GPL-3

Maintainer

Xiao-Feng Wang

Last Published

November 13th, 2020

Functions in fANCOVA (0.6-1)

loess.as

Fit a local polynomial regression with automatic smoothing parameter selection
plot.fANCOVA

Plot a fANCOVA Object
USpopu

US national population
wild.boot

Generate one or multiple bootstrap samples of regression residuals using the wild bootstrap method
T.var

Test the equality of nonparametric curves or surfaces based on variance estimators
loess.ancova

Fit a semiparametric ANCOVA model with a local polynomial smoother
T.L2

Test the equality of nonparametric curves or surfaces based on L2 distance
T.aov

Test the equality of nonparametric curves or surfaces based on an ANOVA-type statistic