方法证据记录
Robust Kendall's tau
Robust Kendall's tau estimates the monotone association between two variables using rank-based concordance counts, but augments the standard procedure with outlier detection or Winsorization so that a small number of extreme observations cannot distort the result. It is appropriate when data are ordinal or continuous and bivariate outliers are plausible.
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。
Robust Kendall's Tau Rank Correlation
分类方法记录 · hypothesis-test / statistics
- Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. · ISBN 978-0123869838
- Croux, C., & Dehon, C. (2010). Influence functions of the Spearman and Kendall correlation measures. Statistical Methods & Applications, 19(4), 497–515. · DOI 10.1007/s10260-010-0142-z
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