قارن الطرق
راجع الطرق التي اخترتها جنبًا إلى جنب؛ الصفوف المختلفة مميَّزة.
| اختبار ويلكوكسون للإشارات والرتب القوي× | اختبار الإشارة (Sign Test)× | |
|---|---|---|
| المجال | الإحصاء | الإحصاء |
| العائلة | Hypothesis test | Hypothesis test |
| سنة النشأة≠ | 1945 (original); robust extensions 1990s–2000s | 1946 |
| صاحب الطريقة≠ | Frank Wilcoxon (original); Rand R. Wilcox (robust extensions) | W. J. Dixon & A. M. Mood |
| النوع≠ | Robust nonparametric paired difference test | Nonparametric median test |
| المصدر التأسيسي≠ | Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838 | Dixon, W. J. & Mood, A. M. (1946). The statistical sign test. Journal of the American Statistical Association, 41(236), 557–566. DOI ↗ |
| الأسماء البديلة≠ | robust signed-rank test, robust nonparametric paired test, outlier-resistant Wilcoxon test, robust WSR test | İşaret Testi (Sign Test), one-sample sign test, paired sign test |
| ذات صلة≠ | 5 | 4 |
| الملخص≠ | The robust Wilcoxon signed-rank test extends the classical Wilcoxon signed-rank test by incorporating outlier-resistant location measures or robust preprocessing steps, improving inference on paired data when extreme observations or heavy-tailed distributions threaten validity of standard rank-based conclusions. | The sign test is the simplest nonparametric hypothesis test for deciding whether the median of paired differences — or of a single sample — differs significantly from a hypothesised value. Formalised by W. J. Dixon and A. M. Mood in 1946, it imposes virtually no distributional assumptions and can be applied to any data where individual differences can be classified as positive or negative. |
| ScholarGateمجموعة البيانات ↗ |
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