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Permutation Methods

Paul W. Mielke, Kenneth J. Berry
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      This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. It makes available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners. This new and updated edition places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions that have excellent robustness characteristics. These alternative permutation techniques provide many powerful multivariate tests including multivariate multiple regression analyses.
      Format: CONTRIBUTORS: Paul W. Mielke, Kenneth J. Berry EAN: 9780387698113 COUNTRY: United States PAGES: WEIGHT: 852 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2007-08-10 CITY: GENRE: COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Data Science / Data Analytics, MATHEMATICS / Probability & Statistics / General, PSYCHOLOGY / Assessment, Testing & Measurement WIDTH: 155 cm SPINE:

      Book Themes:

      Psychological testing and measurement, Public health and preventive medicine, Probability and statistics, Stochastics, Data mining, Expert systems / knowledge-based systems, Pattern recognition

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      This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. It makes available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners. This new and updated edition places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions that have excellent robustness characteristics. These alternative permutation techniques provide many powerful multivariate tests including multivariate multiple regression analyses.
      Format: CONTRIBUTORS: Paul W. Mielke, Kenneth J. Berry EAN: 9780387698113 COUNTRY: United States PAGES: WEIGHT: 852 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2007-08-10 CITY: GENRE: COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Data Science / Data Analytics, MATHEMATICS / Probability & Statistics / General, PSYCHOLOGY / Assessment, Testing & Measurement WIDTH: 155 cm SPINE:

      Book Themes:

      Psychological testing and measurement, Public health and preventive medicine, Probability and statistics, Stochastics, Data mining, Expert systems / knowledge-based systems, Pattern recognition

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      Be the first to write a review
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