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Nonparametric Hypothesis Testing: Rank and Permutation Methods with Applications in R

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Nonparametric Hypothesis Testing: Rank and Permutation Methods with Applications in R - Bonnini, Stefano, and Corain, Livio, and Marozzi, Marco
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A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size. Key Features: Examines the most widely used methodologies of nonparametric testing. Includes extensive software ...

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Nonparametric Hypothesis Testing: Rank and Permutation Methods with Applications in R 2014, John Wiley & Sons Inc, New York

ISBN-13: 9781119952374

Hardcover