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GPoM (version 1.0)

Generalized Polynomial Modelling

Description

Platform dedicated to the Global Modelling technique.

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Version

Install

install.packages('GPoM')

Monthly Downloads

188

Version

1.0

License

CeCILL-2

Maintainer

Mireille Huc

Last Published

April 4th, 2017

Functions in GPoM (1.0)

GPoM

GPoM package: Generalized Polynomial Modelling
GSproc

GSproc : Gram-Schmidt procedure
Rossler-1976 data set

Data included in package GPoM
allToTest

This is data to be included in my package
autoGPoMoSearch

autoGPoMoSearch : automatic search of polynomial Equations
autoGPoMoTest

autoGPoMoTest: Test models numerical integrability & classify the attractor reached at the convergence (from chosen initial conditions)
NDVI

This is data to be included in my package
RosYco

Twelve Rossler-y time series
gPoMo

gPoMo: Generalized Polynomial Modeling
gloMoId

gloMoId : global Model Identification
bDrvFilt

bDrvFilt : Build Derivative Filter
cano2M

canoToM : Converts canonical formulation into matricial formulation
lorenz-1963 time series

Data included in package GPoM
numicano

Numerical Integration of models in ODE of polynomial form
p2dMax

p2dMax : provides dMax given pMax and nVar
paramId

paramId : parameter Identification
derivODE2

deriveODE2 : A Subfonction for the numerical integration of polynomial equations in the generic form defined by function poLabs
detectP1limCycl

detectP1limCycl : Detect limit cycles of period-1
sprottK time series

Data included in package GPoM
visuEq

visuEq : Displays the model Equations
drvSucc

drvSucc : Computes the successive derivatives of a time series
findAllSets

findAllSets : find all potential systems (a set of equations) from a given ensemble of potential equations
numinoisy

numinoisy : Generates time series of deterministic-behaviour stochatically-perturbed
odeBruitMult2

odeBruitMult2 : For the numerical integration of ordinary differential equations with multiplicative noise.
poLabs

poLabs : polynomial Labels
predictab

predictab : estimate the models predictability of gPoMo output
compDeriv

compDeriv : Computes the successive derivatives of a time series vector
d2pMax

d2pMax : provides pMax given dMax and nVar
regOrd

regOrd : Defines the conventional order for regressors in the polynomial formulation
regSeries

regSeries : Estimate regressors time series
wInProd

wInProd : weighted inner product
visuOutGP

visuOutGP : get a quick information of gPoMo output