Other packages > Find by keyword >

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]
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. Accessed 21 Nov. 2024.
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA