Generalized Polynomial Modelling


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Documentation for package ‘GPoM’ version 1.0

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GPoM-package GPoM package: Generalized Polynomial Modelling
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)
bDrvFilt bDrvFilt : Build Derivative Filter
cano2M canoToM : Converts canonical formulation into matricial formulation
compDeriv compDeriv : Computes the successive derivatives of a time series vector
d2pMax d2pMax : provides pMax given dMax and nVar
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
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
gloMoId gloMoId : global Model Identification
GPoM GPoM package: Generalized Polynomial Modelling
gPoMo gPoMo: Generalized Polynomial Modeling
GSproc GSproc : Gram-Schmidt procedure
lorenz Data included in package GPoM
lorenz-1963 time series Data included in package GPoM
NDVI This is data to be included in my package
numicano Numerical Integration of models in ODE of polynomial form
numinoisy numinoisy : Generates time series of deterministic-behaviour stochatically-perturbed
odeBruitMult2 odeBruitMult2 : For the numerical integration of ordinary differential equations with multiplicative noise.
p2dMax p2dMax : provides dMax given pMax and nVar
paramId paramId : parameter Identification
poLabs poLabs : polynomial Labels
predictab predictab : estimate the models predictability of gPoMo output
regOrd regOrd : Defines the conventional order for regressors in the polynomial formulation
regSeries regSeries : Estimate regressors time series
Ross76 Data included in package GPoM
rossler Data included in package GPoM
Rossler-1976 data set Data included in package GPoM
RosYco Twelve Rossler-y time series
sprottK Data included in package GPoM
sprottK time series Data included in package GPoM
visuEq visuEq : Displays the model Equations
visuOutGP visuOutGP : get a quick information of gPoMo output
wInProd wInProd : weighted inner product