Library of statistical methods for EEG/ERP experiments
The result's identifiers
Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Library of statistical methods for EEG/ERP experiments
Original language description
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.
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
EEGERPSTATISTICS
Technical parameters
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.
Economical parameters
Zpracování statistické EEG dat - zlepšení + není nutné kupovat speciální drahé statistické softwary
Owner IČO
49777513
Owner name
Západočeská univerzita v Plzni