Enhanced Rank-Based Correlation Estimation Using Smoothed Wilcoxon Rank Scores
Şu kitabın bölümü:
Tahtalı,
Y.
&
Demir,
İ.
&
Bayyurt,
L.
(eds.)
2025.
Current Approaches in Applied Statistics I.
Özet
This article proposes an improved version of the Spearman rank correla- tion based on using Wilcoxon rank score function. A smoothed empiri- cal cumulative distribution function (ecdf) computes the smoothed ranks and replaces the regular ranks in the Wilcoxon rank score function. The smoothed Wilcoxon rank scores are then used for estimation of the Spear- man’s correlation. The proposed approach is similar to the Spearman’s rho (ρ) estimator which uses ranks of the random samples of X and Y but the proposed method improves Spearman’s approach such as handling ties and gaining higher efficiency under monotone associations. A Wald type hypothesis test has been proposed for the new estimator rsa and the asymptotic properties are shown.
Anahtar Kelimeler:
Kaynakça Gösterimi
Lisans
Bu çalışma Creative Commons Attribution-NonCommercial 4.0 International License ile lisanslanmıştır.
Yayın Tarihi
DOI
Kategoriler
Telif Hakkı (c) 2025 Yalçın Tahtalı- İbrahim Demir- Lütfi Bayyurt; Ahmet Arvas- Mercan Hatipoğlu- Bahri Tokmak- Ömer Ugur- Berra Kocakoç- Gülistan Erdal- Beyhan Doğan- Dursun Yılmaz- Cem Gül- Bilge Gözener- Mehmet Can Kaya- Dursun Yılmaz- Feridun Taşdan- Rukiye Dağalp- Melike Tekin- Gülistan Erdal- Mustafa Talip Koyuncu- Burak Demir- Muhammet Fatih Aslan- Akif Durdu- Nurgül Okur- Tuğçe Yıldırım Dal- Uğur Ayık- Hasan Hüseyin Gül