| GPoM-package | GPoM package: Generalized Polynomial Modelling |
| allMod_nVar3_dMax2 | Numerical description of a list of eighteen three-dimensional chaotic sytems (see vignette '7_Retro-Modelling') |
| allMod_nVar3_dMax2 data set | Numerical description of a list of eighteen three-dimensional chaotic sytems (see vignette '7_Retro-Modelling') |
| allToTest | A list providing the description of six models tested by the function 'autoGPoMoTest'. |
| autoGPoMoSearch | Automatic search of polynomial Equations |
| autoGPoMoTest | Tests the numerical integrability of models and classify their dynamical regime |
| bDrvFilt | Builds the derivative filter |
| cano2M | cano2M : Converts a model in canonical form into a matrix form |
| combiEq | combiEq : Combine Equations from different sources |
| compDeriv | Computes the successive derivatives of a time series |
| concat | Concat Concatenates separated time series |
| concatMulTS | ConcatMulTS Concatenates separated time series (of single or multiples variables) |
| d2pMax | Provides the number of polynomial terms 'pMax' given 'dMax' and 'nVar' |
| data_vignetteIII | Output of the vignette 'III_Modelling' |
| data_vignetteIII data set | Output of the vignette 'III_Modelling' |
| data_vignetteVI | Output of the vignette 'VI_Sensitivity' |
| data_vignetteVI data set | Output of the vignette 'VI_Sensitivity' |
| data_vignetteVII | Output of the vignette 'VII_Retro-Modelling' |
| data_vignetteVII data set | Output of the vignette 'VII_Retro-Modelling' |
| derivODE2 | A subfonction for the numerical integration of polynomial equations provided in a generic form following the convetion defined by function 'poLabs'. |
| derivODEwMultiX | deriveODEwMultiX : A Subfonction for the numerical integration of polynomial equations in the generic form defined by function 'poLabs' and with External Forcing F(t) |
| detectP1limCycl | Detection of limit cycles of period-1 |
| drvSucc | drvSucc : Computes the successive derivatives of a time series |
| extractEq | extractEq : Extracts Equations from one system |
| findAllSets | Find all possible sets of equation combinations considering an ensemble of possible equation. |
| gloMoId | Global Model Identification |
| gPoMo | Generalized Polynomial Modeling |
| GSproc | Gram-Schmidt procedure |
| NDVI | A time series of vegetation index measured from satellite |
| numicano | Numerical Integration of models in ODE of polynomial form |
| numiMultiX | Numerical Integration polynomial ODEs with Multiple eXternal forcing |
| numinoisy | Generates time series of deterministic-behavior with stochatic perturbations (measurement and/or dynamical noise) |
| odeBruitMult2 | For the numerical integration of ordinary differential equations with dynamical noise. |
| P1FxCh | A data set for testing periodicity |
| P1FxChP2 | A data set for testing periodicity |
| p2dMax | p2dMax : provides the maximum polynomial degree 'dMax' given the number of variables 'nVar' and the number of possible polynomial terms 'pMax'. |
| paramId | For parameter Identification |
| poLabs | Polynomial labels order |
| predictab | Estimate the models performance obtained with 'GPoMo' in term of predictability |
| pTimEv | Model stationnary testing |
| regOrd | Generate the conventional order for polynomial terms in a the polynomial formulation |
| regSeries | Estimates the monomial time series |
| Ross76 | Time series of the Rossler-1976 system |
| Rossler-1976 data set | Time series of the Rossler-1976 system |
| RosYco | Twelve Rossler-1976 time series (exclusively variable y) |
| subSysD | subSysD : Sub-systems Disentangling |
| svrlTS | A data set for the global modeling of time series in association |
| testP | Periodic solution test |
| TS | Time series resulting from the integration of a non stationary system |
| TSallMod_nVar3_dMax2 | Time series of three-dimensional chaotic sytems (for vignette 'VII_Retro-Modelling') |
| TSallMod_nVar3_dMax2 data set | Time series of three-dimensional chaotic sytems (for vignette 'VII_Retro-Modelling') |
| visuEq | Displays the models Equations |
| visuOutGP | visuOutGP : get a quick information of gPoMo output |
| wInProd | Weighted inner product |