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Permutation Methods - Paul W. Mielke, Kenneth J. Berry

Permutation Methods

A Distance Function Approach
Buch | Hardcover
446 Seiten
2007 | 2nd ed. 2007
Springer-Verlag New York Inc.
978-0-387-69811-3 (ISBN)
CHF 209,70 inkl. MwSt
This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. This updated version places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions.
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.

Description of MRPP.- Additional MRPP Applications.- Description of MRBP.- Regression Analysis, Prediction, and Agreement.- Goodness-of-Fit Tests.- Contingency Tables.- Multisample Homogeneity Tests.- Selected Permutation Studies.

Reihe/Serie Springer Series in Statistics
Zusatzinfo XVIII, 446 p.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Geisteswissenschaften Psychologie Test in der Psychologie
Informatik Datenbanken Data Warehouse / Data Mining
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Studium Querschnittsbereiche Prävention / Gesundheitsförderung
Naturwissenschaften Geowissenschaften Geografie / Kartografie
ISBN-10 0-387-69811-6 / 0387698116
ISBN-13 978-0-387-69811-3 / 9780387698113
Zustand Neuware
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