INTERACT Toolbox

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

INTERACT Toolbox

Popis výsledku v původním jazyce

The INTERACT Toolbox is a MATLAB toolbox for analysis of interactions in time series with focus on phase dynamics. Using the toolkit common tasks can be performed with a call of a function.Specifically, the toolkit allows the user to: extract phase fromtime series, compute various dependence indices (mean phase coherence, mutual information, conditional probability), compute conditional mutual information (using the equiquantal binning method), construct surrogate time series (using phases or using amplitude time series), integrate various dynamical models and perform model testing experiments. With the above toolbox the full range of weak interactions between a pair of systems can be analyzed. The toolbox is scheduled to be extended with functions for multidimensional time series analysis in the near future

Název v anglickém jazyce

INTERACT Toolbox

Popis výsledku anglicky

The INTERACT Toolbox is a MATLAB toolbox for analysis of interactions in time series with focus on phase dynamics. Using the toolkit common tasks can be performed with a call of a function.Specifically, the toolkit allows the user to: extract phase fromtime series, compute various dependence indices (mean phase coherence, mutual information, conditional probability), compute conditional mutual information (using the equiquantal binning method), construct surrogate time series (using phases or using amplitude time series), integrate various dynamical models and perform model testing experiments. With the above toolbox the full range of weak interactions between a pair of systems can be analyzed. The toolbox is scheduled to be extended with functions for multidimensional time series analysis in the near future

Druh

R - Software

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2008

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Interní identifikační kód produktu

INTERACT Toolbox

Technické parametry

Downloadable MATLAB Toolbox for time series analysis

Ekonomické parametry

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IČO vlastníka výsledku

67985807

Název vlastníka

Ústav informatiky AV ČR, v.v