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Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications with R
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Catalogue Information
Field name
Details
Dewey Class
519.538
Title
Permutation Tests for Stochastic Ordering and ANOVA ([Ebook]) : Theory and Applications with R / by Aldo Solari, Luigi Salmaso, Fortunato Pesarin, Dario Basso.
Author
Solari, Aldo
Added Personal Name
Salmaso, Luigi
Pesarin, Fortunato
Basso, Dario
Other name(s)
SpringerLink (Online service)
Edition statement
1st ed.
Publication
New York, NY : Springer , 2009.
Physical Details
XIV, 218 pages : online resource.
Series
Lecture Notes in Statistics
0930-0325 ; ; 194
ISBN
9780387859569
Summary Note
Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software. Dario Basso is a Post Doctoral Fellow at the Department of Management and Engineering of University of Padova His main research interests include permutation tests and design of experiments. Fortunato Pesarin is Full Professor of Statistics at the Department of Statistics of the University of Padova. His main research interests include nonparametric methods, bootstrap methods, and permutation tests. He has published a leading book on multivariate permutation tests based on nonparametric combination methodology. Luigi Salmaso is Associate Professor of Statistics at the Department of Management and Engineering of the University of Padova. His main research interests include permutation methods, multiple tests, and design of experiments. He has published more than 70 papers on permutation methods and design of experiments in international peer-reviewed journals. Aldo Solari is a Post Doctoral Fellow at the Department of Chemical Process Engineering of the University of Padova. His main research interest is resampling-based multiple testing methods.:
Contents note
Permutation Tests -- Ordinal data -- Multivariate ordinal data -- Multivariate continuous data -- Nonparametric one-way ANOVA -- Synchronized Permutation Tests in Two-way ANOVA -- Permutation tests for unreplicated factorial designs.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-0-387-85956-9
Links to Related Works
Subject References:
Computer simulation
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Mathematical Statistics
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Permutations
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Quality Control, Reliability, Safety and Risk
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Simulation and Modeling
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Statistical Theory and Methods
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Statistics
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System safety
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Authors:
author
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Basso, Dario
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Pesarin, Fortunato
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Salmaso, Luigi
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Solari, Aldo
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Corporate Authors:
SpringerLink (Online service)
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Series:
Lecture Notes in Statistics
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Classification:
519.538
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519.538 (DDC 23)
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