Package: npregfast 1.6.0
Marta Sestelo
npregfast: Nonparametric Estimation of Regression Models with Factor-by-Curve Interactions
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.
Authors:
npregfast_1.6.0.tar.gz
npregfast_1.6.0.tar.gz(r-4.7-arm64)npregfast_1.6.0.tar.gz(r-4.7-x86_64)npregfast_1.6.0.tar.gz(r-4.6-arm64)npregfast_1.6.0.tar.gz(r-4.6-x86_64)
npregfast_1.6.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
npregfast/json (API)
NEWS
| # Install 'npregfast' in R: |
| install.packages('npregfast', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sestelo/npregfast/issues
Last updated from:30e7dd05ad. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 187 | ||
| linux-devel-x86_64 | OK | 144 | ||
| source / vignettes | OK | 281 | ||
| linux-release-arm64 | OK | 144 | ||
| linux-release-x86_64 | OK | 150 | ||
| wasm-release | OK | 111 |
Exports:allotestautoplotcriticalcriticaldifffrfastglobaltestlocaltestrunExample
Dependencies:base64encbslibcachemclicodetoolscommonmarkcpp11digestdoParallelfarverfastmapfontawesomeforeachfsggplot2gluegtablehtmltoolshttpuvisobanditeratorsjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrMatrixmemoisemgcvmimenlmeotelpromisesR6rappdirsRColorBrewerRcpprlangS7sassscalessfsmiscshinyshinyjssourcetoolsvctrsviridisLitewesandersonwithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bootstrap based test for testing an allometric model | allotest |
| Visualization of 'frfast' objects with ggplot2 graphics | autoplot.frfast |
| Barnacle dataset. | barnacle |
| Children dataset. | children |
| Critical points of the regression function | critical |
| Differences between the critical points for two factor's levels | criticaldiff |
| Fitting nonparametric models | frfast |
| Testing the equality of the _M_ curves specific to each level | globaltest |
| Testing the equality of critical points | localtest |
| 'npregfast': Nonparametric Estimation of Regression Models with Factor-by-Curve Interactions. | npregfast |
| Visualization of 'frfast' objects with the base graphics | plot.frfast |
| Prediction from fitted 'frfast' model | predict.frfast |
| Run npregfast example | runExample |
| Summarizing fits of 'frfast' class | print.frfast summary.frfast |
