Permutation tests for complex data: theory, applications and software

Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studi...

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Detalles Bibliográficos
Autores principales: Pesarin, Fortunato, Salmaso, Luigi
Lenguaje:eng
Publicado: John Wiley & Sons 2010
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1002/9780470689516
http://cds.cern.ch/record/1319986
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author Pesarin, Fortunato
Salmaso, Luigi
author_facet Pesarin, Fortunato
Salmaso, Luigi
author_sort Pesarin, Fortunato
collection CERN
description Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today's current thinking. Key Features: Examines the most up-to-dat
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
publisher John Wiley & Sons
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spelling cern-13199862021-04-22T01:10:50Zdoi:10.1002/9780470689516http://cds.cern.ch/record/1319986engPesarin, FortunatoSalmaso, LuigiPermutation tests for complex data: theory, applications and softwareMathematical Physics and MathematicsComplex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today's current thinking. Key Features: Examines the most up-to-datJohn Wiley & Sonsoai:cds.cern.ch:13199862010
spellingShingle Mathematical Physics and Mathematics
Pesarin, Fortunato
Salmaso, Luigi
Permutation tests for complex data: theory, applications and software
title Permutation tests for complex data: theory, applications and software
title_full Permutation tests for complex data: theory, applications and software
title_fullStr Permutation tests for complex data: theory, applications and software
title_full_unstemmed Permutation tests for complex data: theory, applications and software
title_short Permutation tests for complex data: theory, applications and software
title_sort permutation tests for complex data: theory, applications and software
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1002/9780470689516
http://cds.cern.ch/record/1319986
work_keys_str_mv AT pesarinfortunato permutationtestsforcomplexdatatheoryapplicationsandsoftware
AT salmasoluigi permutationtestsforcomplexdatatheoryapplicationsandsoftware

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