Permutation Methods: A Distance Function Approach (Springer Series in Statistics) - Tapa blanda

Libro 94 de 160: Springer Series in Statistics

Mielke Jr., Paul W. W.; Berry, Kenneth J.

 
9781441924162: Permutation Methods: A Distance Function Approach (Springer Series in Statistics)
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ISBN 10: 1441924167 ISBN 13: 9781441924162
Editorial: Springer, 2010

Sinopsis

Classical statistical analysis depends on many assumptions about the nature of data and the population from which the samples were drawn. Permutation tests depend only on the data gathered and, although computationally intensive, provide powerful alternatives to conventional analysis techniques. Most commonly-used parametric and permutation statistical tests, such as the matched-pairs t test and analysis of variance, are based on non-metric squared distance functions that have very poor robustness characteristics. This Second 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.

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De la contraportada

Most commonly-used parametric and permutation statistical tests, such as the matched-pairs t test and analysis of variance, are based on non-metric squared distance functions that have very poor robustness characteristics. This second 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. In addition to permutation techniques described in the first edition, this second edition also contains various new permutation statistical methods and studies that include resampling multiple contingency table analyses, analysis concerns involving log-linear models with small samples, an exact discrete analog of Fisher s continuous method for combining P-values that arise from small data sets, multiple dichotomous response analyses, problems regarding Fisher s Z transformation for correlation analyses, and multivariate similarity comparisons between corresponding multiple categories of two samples. Paul W. Mielke, Jr. is Professor of Statistics at Colorado State University, and a fellow of the American Statistical Association. Kenneth J. Berry is Professor of Sociology at Colorado State University.

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Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
1441924167
ISBN 13 
9781441924162
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
460
Contacto del fabricante
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Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9780387698113: Permutation Methods: A Distance Function Approach (Springer Series in Statistics)

Edición Destacada

ISBN 10:  0387698116 ISBN 13:  9780387698113
Editorial: Springer, 2007
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