方法证据记录
Somers' D
Somers' D is an asymmetric ordinal association coefficient, introduced by Robert H. Somers in 1962, that quantifies how well one ordinal variable predicts another by measuring the excess of concordant over discordant pairs relative to all pairs that are not tied on the designated independent variable. It is the standard companion to Kendall's tau in ordinal regression and is central to ROC curve analysis and the c-statistic in logistic regression.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Somers' D (Asymmetric Ordinal Association Measure)
分类方法记录 · hypothesis-test / statistics
- Somers, R. H. (1962). A new asymmetric measure of association for ordinal variables. American Sociological Review, 27(6), 799–811. · DOI 10.2307/2090408
- Agresti, A. (2010). Analysis of Ordinal Categorical Data (2nd ed.). Wiley. · ISBN 978-0470082898
- Harrell, F. E. (2001). Regression Modeling Strategies. Springer. · ISBN 978-0387952321
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