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GPoM  

Generalized Polynomial Modelling
View on CRAN: Click here


Download and install GPoM package within the R console
Install from CRAN:
install.packages("GPoM")

Install from Github:
library("remotes")
install_github("cran/GPoM")

Install by package version:
library("remotes")
install_version("GPoM", "1.4")



Attach the package and use:
library("GPoM")
Maintained by
Mireille Huc
[Scholar Profile | Author Map]
First Published: 2017-04-04
Latest Update: 2023-06-16
Description:
Platform dedicated to the Global Modelling technique. Its aim is to obtain ordinary differential equations of polynomial form directly from time series. It can be applied to single or multiple time series under various conditions of noise, time series lengths, sampling, etc. This platform is developped at the Centre d'Etudes Spatiales de la Biosphere (CESBIO), UMR 5126 UPS/CNRS/CNES/IRD, 18 av. Edouard Belin, 31401 TOULOUSE, FRANCE. The developments were funded by the French program Les Enveloppes Fluides et l'Environnement (LEFE, MANU, projets GloMo, SpatioGloMo and MoMu). The French program Defi InFiNiTi (CNRS) and PNTS are also acknowledged (projects Crops'IChaos and Musc & SlowFast). The method is described in the article : Mangiarotti S. and Huc M. (2019) .
How to cite:
Mireille Huc (2017). GPoM: Generalized Polynomial Modelling. R package version 1.4, https://cran.r-project.org/web/packages/GPoM. Accessed 07 May. 2025.
Previous versions and publish date:
1.0 (2017-04-04 17:38), 1.1 (2018-01-18 17:43), 1.2 (2018-07-26 18:20), 1.3 (2020-02-18 15:20)
Other packages that cited GPoM R package
View GPoM citation profile
Other R packages that GPoM depends, imports, suggests or enhances
Complete documentation for GPoM
Functions, R codes and Examples using the GPoM R package
Some associated functions: GPoM-package . GSproc . NDVI . P1FxCh . P1FxChP2 . RosYco . Rossler-1976-data-set . TS . TSallMod_nVar3_dMax2-data-set . allMod_nVar3_dMax2-data-set . allToTest . autoGPoMoSearch . autoGPoMoTest . bDrvFilt . cano2M . combiEq . compDeriv . concat . concatMulTS . d2pMax . data_vignetteIII-data-set . data_vignetteVI-data-set . data_vignetteVII-data-set . derivODE2 . derivODEwMultiX . detectP1limCycl . drvSucc . findAllSets . gPoMo . gloMoId . numiMultiX . numicano . numinoisy . odeBruitMult2 . p2dMax . pTimEv . paramId . poLabs . predictab . regOrd . regSeries . subSysD . svrlTS . testP . visuEq . visuOutGP . wInProd . 
Some associated R codes: GPoM-package.R . GSproc.R . NDVI-data.R . P1FxCh-data.R . P1FxChP2-data.R . RosYco-data.R . Ross76-data.R . TS-data.R . TSallMod_nVar3_dMax2-data.R . allMod_nVar3_dMax2-data.R . allToTest-data.R . autoGPoMoSearch.R . autoGPoMoTest.R . bDrvFilt.R . cano2M.R . combiEq.R . compDeriv.R . concat.R . concatMulTS.R . d2pMax.R . data_vignetteIII-data.R . data_vignetteVI-data.R . data_vignetteVII-data.R . derivODE2.R . derivODEwMultiX.R . detectP1limCycl.R . drvSucc.R . extractEq.R . findAllSets.R . gPoMo.R . gloMoId.R . numiMultiX.R . numicano.R . numinoisy.R . odeBruitMult2.R . p2dMax.R . pTimEv.R . paramId.R . poLabs.R . predictab.R . regOrd.R . regSeries.R . subSysD.R . svrlTS-data.R . testP.R . visuEq.R . visuOutGP.R . wInProd.R .  Full GPoM package functions and examples
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