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Permutation Tests For Complex Data Hardcover English by Fortunato Pesarin
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Permutation Tests For Complex Data Hardcover English by Fortunato Pesarin

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544.00
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PublisherWiley
AuthorFortunato Pesarin
LanguageEnglish
About the AuthorFortunato Pesarin, Department of Statistics, University of Padova, Italy Professor Pesarin has been actively involved in the areas of multidimensional testing and permutation for almost 40 years, and is the author of dozens of publications in numerous international journals. Luigi Salmaso, Department of Management and Engineering, University of Padova, Italy Within the last 10 years, Dr Salmaso has amassed a large number of published articles, in a variety of journals, and has taught a number of courses in statsistics and nonparametric methods
ISBN 139780470516416
Book FormatHardcover
Book DescriptionComplex multivariate testing problems are frequently encountered inmany scientific disciplines, such as engineering, medicine and thesocial sciences. As a result, modern statistics needs permutationtesting for complex data with low sample size and many variables,especially in observational studies. The Authors give a general overview on permutation tests with afocus on recent theoretical advances within univariate andmultivariate complex permutation testing problems, this book bringsthe reader completely up to date with today s currentthinking. Key Features: * Examines the most up-to-date methodologies of univariate andmultivariate permutation testing. * Includes extensive software codes in MATLAB, R and SAS,featuring worked examples, and uses real case studies from bothexperimental and observational studies. * Includes a standalone free software NPC Test Release 10 with agraphical interface which allows practitioners from everyscientific field to easily implement almost all complex testingprocedures included in the book. * Presents and discusses solutions to the most important andfrequently encountered real problems in multivariate analyses. * A supplementary website containing all of the data setsexamined in the book along with ready to use software codes. Together with a wide set of application cases, the Authorspresent a thorough theory of permutation testing both with formaldescription and proofs, and analysing real case studies.Practitioners and researchers, working in different scientificfields such as engineering, biostatistics, psychology or medicinewill benefit from this book.
Number of Pages448
Cart Total  543.00
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Permutation Tests For Complex Data Hardcover English by Fortunato Pesarin
Permutation Tests For Complex Data Hardcover English by Fortunato Pesarin
543.00
544
0

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