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Multivariate Permutation Tests
Fortunato Pesarin
€ 209.51
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Description for Multivariate Permutation Tests
Hardcover. The author presents a well tested approach using real examples taken from bio-medical research. He breaks down each problem into its components and where an unbiased partial test is found to exist, nonparametric combination methodology is used to determine overall solutions. Num Pages: 432 pages, Ill. BIC Classification: MQW; PBT. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 239 x 162 x 30. Weight in Grams: 790.
Complex multivariate problems are frequently encountered in many scientific disciplines and it can be very difficult to obtain meaningful results. Permutation and nonparametric combination methods provide flexible solutions to complex problems by reducing the problem down to a set of simpler sub-problems. The author presents a novel but well tested approach using real examples taken from biomedical research. Statistical analyses are performed in a nonparametric setting, so that no assumptions need be made about the underlying distribution and the dependence relations between variables.
* Provides a clear exposition of the use of multivariate permutation testing, with emphasis ... Read more
Complex multivariate problems are frequently encountered in many scientific disciplines and it can be very difficult to obtain meaningful results. Permutation and nonparametric combination methods provide flexible solutions to complex problems by reducing the problem down to a set of simpler sub-problems. The author presents a novel but well tested approach using real examples taken from biomedical research. Statistical analyses are performed in a nonparametric setting, so that no assumptions need be made about the underlying distribution and the dependence relations between variables.
* Provides a clear exposition of the use of multivariate permutation testing, with emphasis ... Read more
Product Details
Format
Hardback
Publication date
2001
Publisher
John Wiley and Sons Ltd United Kingdom
Number of pages
432
Condition
New
Number of Pages
440
Place of Publication
New York, United States
ISBN
9780471496700
SKU
V9780471496700
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Fortunato Pesarin
Fortunato Pesarin is with the 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.
Reviews for Multivariate Permutation Tests
"the book is well written. It cand be useful and recommended for researchers and practitioners in a number of scientific disciplines...and for graduate students..." (Zentralblatt MATH, Vol.972, No.12, 2001) "...carefully presents a concise and mathematically rigorous treatment of permutation testing...could be used for a mathematically oriented graduate class...will form a source of recent reference material for research ... Read more