Σύγκριση μεθόδων
Εξετάστε τις επιλεγμένες μεθόδους δίπλα-δίπλα· οι γραμμές που διαφέρουν επισημαίνονται.
| Συσχέτιση Ανθεκτική (Spearman, Kendall και Biweight)× | Συντελεστής Συσχέτισης Γραμμικής Συσχέτισης Pearson (r)× | |
|---|---|---|
| Πεδίο | Στατιστική | Στατιστική |
| Οικογένεια≠ | Regression model | Hypothesis test |
| Έτος προέλευσης≠ | 2012 | 1895 |
| Δημιουργός≠ | Spearman rank, Kendall tau; biweight from Wilcox / Shevlyakov & Oja robust statistics tradition | Karl Pearson |
| Τύπος≠ | Robust correlation measures | Parametric correlation |
| Θεμελιώδης πηγή≠ | Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing. Academic Press. ISBN: 978-0123869838 | Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. DOI ↗ |
| Εναλλακτικές ονομασίες≠ | Spearman correlation, Kendall tau, biweight midcorrelation, rank correlation | pearson r, product-moment correlation, bivariate correlation, Pearson Korelasyon Analizi |
| Συναφείς≠ | 5 | 4 |
| Σύνοψη≠ | Robust Correlation is a family of association measures that resist outliers, covering Spearman's rank correlation, Kendall's tau, and the biweight midcorrelation. Drawing on the robust-statistics tradition described by Wilcox (2012) and Shevlyakov & Oja (2016), it measures how strongly two variables move together without being distorted by a few extreme points. | The Pearson product-moment correlation coefficient (r) is a parametric measure of the direction and strength of the linear association between two continuous variables. Introduced by Karl Pearson in 1895, it remains the most widely used bivariate correlation statistic in the social, health, and natural sciences. The coefficient ranges from −1 (perfect negative linear relationship) to +1 (perfect positive), with 0 indicating no linear association. |
| ScholarGateΣύνολο δεδομένων ↗ |
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