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GPoM
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]
[Scholar Profile | Author Map]
All associated links for this package
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
Previous versions and publish date:
Other packages that cited GPoM R package
View GPoM citation profile
Other R packages that GPoM depends,
imports, suggests or enhances
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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