Package: nlstools 2.1-0

Aurelie Siberchicot

nlstools: Tools for Nonlinear Regression Analysis

Several tools for assessing the quality of fit of a gaussian nonlinear model are provided.

Authors:Florent Baty [aut], Marie-Laure Delignette-Muller [aut], Sandrine Charles [ctb], Jean-Pierre Flandrois [ctb], Christian Ritz [ctb], Aurelie Siberchicot [aut, cre]

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nlstools.pdf |nlstools.html✨
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NEWS

# Install 'nlstools' in R:
install.packages('nlstools', repos = c('https://lbbe-software.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/lbbe-software/nlstools/issues

Datasets:
  • L.minor - Enzyme kinetics
  • O2K - Oxygen kinetics during 6-minute walk test data set
  • vmkm - Michaelis Menten data sets
  • vmkmki - Michaelis Menten data sets

On CRAN:

9.17 score 6 stars 7 packages 528 scripts 2.2k downloads 45 mentions 14 exports 0 dependencies

Last updated 7 months agofrom:8d4556cae3. Checks:1 OK, 7 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 14 2025
R-4.5-winWARNINGFeb 14 2025
R-4.5-macWARNINGFeb 14 2025
R-4.5-linuxWARNINGFeb 14 2025
R-4.4-winWARNINGFeb 14 2025
R-4.4-macWARNINGFeb 14 2025
R-4.3-winWARNINGFeb 14 2025
R-4.3-macWARNINGFeb 14 2025

Exports:compet_michconfint2michaelisnlsBootnlsBootPredictnlsConfRegionsnlsContourRSSnlsJacknlsResidualsnon_compet_michoverviewplotfitpreviewtest.nlsResiduals

Dependencies:

A Toolbox for Nonlinear Regression in \proglang{R}: The Package \pkg{nlstools}

Florent Baty^[Cantonal Hospital St. Gallen, Lung Center, 9007 St. Gallen, Switzerland, [email protected]], Christian Ritz^[University of Copenhagen], Sandrine Charles^[University of Lyon], Martin Brutsche^[Cantonal Hospital St. Gallen], Jean-Pierre Flandrois^[University of Lyon], Marie-Laure Delignette-Muller^[University of Lyon]

Rendered fromvignetteJSS.Rmdusingknitr::rmarkdownon Feb 14 2025.

Last update: 2023-07-28
Started: 2021-04-30

Readme and manuals

Help Manual

Help pageTopics
Confidence intervals in nonlinear regressionconfint2
Enzyme kineticsL.minor
Michaelis Menten data setsvmkm vmkmki
Michaelis-Menten model and derived equations to model competitive and non-competitive inhibitioncompet_mich michaelis michaelismodels non_compet_mich
Bootstrap resamplingnlsBoot plot.nlsBoot print.nlsBoot summary.nlsBoot
Prediction from Bootstrap resamplingnlsBootPredict
Confidence regionsnlsConfRegions plot.nlsConfRegions print.nlsConfRegions
Surface contour of RSSnlsContourRSS plot.nlsContourRSS print.nlsContourRSS
Jackknife resamplingnlsJack plot.nlsJack print.nlsJack summary.nlsJack
NLS residualsnlsResiduals plot.nlsResiduals print.nlsResiduals test.nlsResiduals
Nonlinear least squares fitnlstools overview plotfit preview
Defunct Functions in Package 'nlstools'nlstools-defunct
Oxygen kinetics during 6-minute walk test data setO2K