Permutation Statistical Methods : Measures of Relationship
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Beschreibung
This book gives a concise overview of measures of relationship, including measures of nominal-nominal association, ordinal-ordinal association, interval-interval correlation, nominal-ordinal association, nominal-interval association, ordinal-interval association, and agreement. The book emphasizes permutation statistical methods under the Fisher--Pitman model. However, the permutation analyses are always paired with conventional statistical analyses under the classical Neyman--Pearson model. The pairing allows for comparisons and contrasts between permutation and conventional analyses. Example analyses highlight the differences between the various measures and the permutation and conventional probability values. This book is a companion volume to Permutation Statistical Methods: Tests of Differences by the same authors.
This book gives a concise overview of measures of relationship, including measures of nominal-nominal association, ordinal-ordinal association, interval-interval correlation, nominal-ordinal association, nominal-interval association, ordinal-interval association, and agreement. The book emphasizes permutation statistical methods under the Fisher--Pitman model. However, the permutation analyses are always paired with conventional statistical analyses under the classical Neyman--Pearson model. The pairing allows for comparisons and contrasts between permutation and conventional analyses. Example analyses highlight the differences between the various measures and the permutation and conventional probability values. This book is a companion volume to Permutation Statistical Methods: Tests of Differences by the same authors.
Gives a concise overview of permutation statistical methods focusing on measures of relationships Introduces permutation statistical methods for analyzing correlation, association, and agreement Compares the Neyman—Pearson population model of statistical inference with the Fisher—Pitman permutation model
Autor*in
Janis E. Johnston
Themen in »Permutation Statistical Methods : Measures of Relationship«
Agreement Chance-corrected methods Correlation Exact methods Monte Carlo methods Nominal association Ordinal Association Permutation methods Probability Recursion