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Permutation Tests for Complex Data: Theory, Applications and Software
Fortunato Pesarin
€ 136.74
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Description for Permutation Tests for Complex Data: Theory, Applications and Software
Hardcover. 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. Series: Wiley Series in Probability and Statistics. Num Pages: 448 pages, Illustrations. BIC Classification: PBK; PBT. Category: (P) Professional & Vocational. Dimension: 251 x 175 x 29. Weight in Grams: 878.
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.
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-date methodologies of univariate and multivariate permutation testing.
- Includes extensive software codes in MATLAB, R and SAS, ... Read more
- Includes a standalone free software NPC Test Release 10 with a graphical interface which allows practitioners from every scientific field to easily implement almost all complex testing procedures included in the book.
- Presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses.
- A supplementary website containing all of the data sets examined in the book along with ready to use software codes.
Together with a wide set of application cases, the Authors present a thorough theory of permutation testing both with formal description and proofs, and analysing real case studies. Practitioners and researchers, working in different scientific fields such as engineering, biostatistics, psychology or medicine will benefit from this book.
Show LessProduct Details
Format
Hardback
Publication date
2010
Publisher
John Wiley & Sons Inc United Kingdom
Number of pages
448
Condition
New
Series
Wiley Series in Probability and Statistics
Number of Pages
448
Place of Publication
New York, United States
ISBN
9780470516416
SKU
V9780470516416
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Fortunato Pesarin
Fortunato 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 ... Read more
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