npregfast: Nonparametric Estimation of Regression Models with Factor-by-Curve Interactions

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A method for obtaining nonparametric estimates of regression models with or without factor-by-curve interactions using local polynomial kernel smoothers or splines. Additionally, a parametric model (allometric model) can be estimated.

Author
Marta Sestelo [aut, cre], Nora M. Villanueva [aut], Javier Roca-Pardinas [aut]
Date of publication
2016-11-18 14:47:06
Maintainer
Marta Sestelo <sestelo@uvigo.es>
License
MIT + file LICENSE
Version
1.4.0

View on CRAN

Man pages

allotest
Bootstrap based test for testing an allometric model
autoplot.frfast
Visualization of 'frfast' objects with ggplot2 graphics
barnacle
Barnacle dataset.
children
Children dataset.
critical
Critical points of the regression function
criticaldiff
Differences between the critical points for two factor's...
frfast
Fitting nonparametric models
globaltest
Testing the equality of the _M_ curves specific to each level
localtest
Testing the equality of critical points
npregfast
'npregfast': Nonparametric Estimation of Regression Models...
plot.frfast
Visualization of 'frfast' objects with the base graphics
predict.frfast
Prediction from fitted 'frfast' model
reexports
Objects exported from other packages
runExample
Run npregfast example
summary.frfast
Summarizing fits of 'frfast' class

Files in this package

npregfast
npregfast/inst
npregfast/inst/shiny_examples
npregfast/inst/shiny_examples/demo
npregfast/inst/shiny_examples/demo/ui.R
npregfast/inst/shiny_examples/demo/server.R
npregfast/inst/shiny_examples/demo/www
npregfast/inst/shiny_examples/demo/www/style.css
npregfast/inst/shiny_examples/demo/www/background.jpg
npregfast/src
npregfast/src/program2.f90
npregfast/NAMESPACE
npregfast/NEWS
npregfast/data
npregfast/data/children.rda
npregfast/data/barnacle.rda
npregfast/R
npregfast/R/interpret.frfastformula.R
npregfast/R/children.R
npregfast/R/npregfast-package.R
npregfast/R/runExample.R
npregfast/R/plot.frfast.R
npregfast/R/barnacle.R
npregfast/R/allotest.R
npregfast/R/criticaldiff.R
npregfast/R/globaltest.R
npregfast/R/critical.R
npregfast/R/localtest.R
npregfast/R/frfast.R
npregfast/R/autoplot.frfast.R
npregfast/R/print.frfast.R
npregfast/R/predict.frfast.R
npregfast/R/summary.frfast.R
npregfast/README.md
npregfast/MD5
npregfast/DESCRIPTION
npregfast/man
npregfast/man/autoplot.frfast.Rd
npregfast/man/barnacle.Rd
npregfast/man/children.Rd
npregfast/man/plot.frfast.Rd
npregfast/man/globaltest.Rd
npregfast/man/predict.frfast.Rd
npregfast/man/criticaldiff.Rd
npregfast/man/critical.Rd
npregfast/man/npregfast.Rd
npregfast/man/allotest.Rd
npregfast/man/summary.frfast.Rd
npregfast/man/reexports.Rd
npregfast/man/runExample.Rd
npregfast/man/frfast.Rd
npregfast/man/localtest.Rd
npregfast/LICENSE