Library of statistical methods for EEG/ERP experiments

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F11%3A43898254" target="_blank" >RIV/49777513:23520/11:43898254 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Library of statistical methods for EEG/ERP experiments

Popis výsledku v původním jazyce

The sample product enables users to statistically process data from EEG/ERP experiments. It is implemented as java library and apart from refactored one way analysis of variance (ANOVA) it contains three newly implemented statistical methods - a two wayanalysis of variance (ANOVA), a one way multivariate ANOVA (MANOVA) and a two way MANOVA. The MANOVA is implemented with all MANOVA significant statistical tests - Pillai- Bartlett trace, Wilk's lambda, Hotelling Lawley trace and Roy's greatest characteristic root. The library was presented in the paper Roman Mouček, Petr Jaroš, Petr Ježek, Václav Papež: Software infrastructure for EEG/ERP research, Proceedings of the International Conference on Knowledge Enginering and Ontology Development, Paris, 2011. The user manual for the product is in the attached file manual.pdf.

Název v anglickém jazyce

Library of statistical methods for EEG/ERP experiments

Popis výsledku anglicky

The sample product enables users to statistically process data from EEG/ERP experiments. It is implemented as java library and apart from refactored one way analysis of variance (ANOVA) it contains three newly implemented statistical methods - a two wayanalysis of variance (ANOVA), a one way multivariate ANOVA (MANOVA) and a two way MANOVA. The MANOVA is implemented with all MANOVA significant statistical tests - Pillai- Bartlett trace, Wilk's lambda, Hotelling Lawley trace and Roy's greatest characteristic root. The library was presented in the paper Roman Mouček, Petr Jaroš, Petr Ježek, Václav Papež: Software infrastructure for EEG/ERP research, Proceedings of the International Conference on Knowledge Enginering and Ontology Development, Paris, 2011. The user manual for the product is in the attached file manual.pdf.

Druh

R - Software

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2011

Kód důvěrnosti údajů

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

Interní identifikační kód produktu

EEGERPSTATISTICS

Technické parametry

knihovna v Javě, zdrojové a projektové soubory, manuál, ZČU v Plzni, FAV, KIV, Ing. Roman Mouček, Ph.D., moucek@kiv.zcu.cz, 377632465. The sample product enables users to statistically process data from EEG/ERP experiments. It is implemented as java library and apart from refactored one way analysis of variance (ANOVA) it contains three newly implemented statistical methods ? a two way analysis of variance (ANOVA), a one way multivariate ANOVA (MANOVA) and a two way MANOVA. The MANOVA is implemented with all MANOVA significant statistical tests ? Pillai- Bartlett trace, Wilk?s lambda, Hotelling Lawley trace and Roy?s greatest characteristic root. The library was presented in the paper Roman Mouček, Petr Jaroš, Petr Ježek, Václav Papež: Software infrastructure for EEG/ERP research, Proceedings of the International Conference on Knowledge Enginering and Ontology Development, Paris, 2011.

Ekonomické parametry

Zpracování statistické EEG dat - zlepšení + není nutné kupovat speciální drahé statistické softwary

IČO vlastníka výsledku

49777513

Název vlastníka

Západočeská univerzita v Plzni