विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| रॉबस्ट केंडल का टाऊ रैंक कोरिलेशन× | केंडल का टाऊ रैंक सहसंबंध× | |
|---|---|---|
| क्षेत्र | सांख्यिकी | सांख्यिकी |
| परिवार | Hypothesis test | Hypothesis test |
| उद्भव वर्ष≠ | 1990s–2000s | 1938 |
| प्रवर्तक≠ | Rand Wilcox; Croux & Dehon (robust extensions) | Maurice G. Kendall |
| प्रकार≠ | Robust rank correlation | Nonparametric rank correlation |
| मौलिक स्रोत≠ | Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838 | Kendall, M. G. (1938). A new measure of rank correlation. Biometrika, 30(1/2), 81–93. DOI ↗ |
| उपनाम | robust tau, skipped Kendall's tau, Winsorized Kendall's tau, outlier-resistant rank correlation | Kendall tau, Kendall rank correlation, tau-b, tau-c |
| संबंधित≠ | 5 | 4 |
| सारांश≠ | 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. | Kendall's tau is a nonparametric measure of the ordinal association between two variables. It quantifies how consistently the relative ordering of one variable matches the ordering of another across all observation pairs, making it robust to outliers and suitable for ordinal or non-normally distributed data. |
| ScholarGateडेटासेट ↗ |
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