التفاصيل البيبلوغرافية
| العنوان: |
Quantile difference estimation with censoring indicators missing at random |
| المؤلفون: |
Cui-Juan Kong, Han-Ying Liang |
| المصدر: |
Springer, Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data. 30(2):345-382 |
| سنة النشر: |
2024 |
| الوصف: |
In this paper, we define estimators of distribution functions when the data are right-censored and the censoring indicators are missing at random, and establish their strong representations and asymptotic normality. Besides, based on empirical likelihood method, we define maximum empirical likelihood estimators and smoothed log-empirical likelihood ratios of two-sample quantile difference in the presence and absence of auxiliary information, respectively, and prove their asymptotic distributions. Simulation study and real data analysis are conducted to investigate the finite sample behavior of the proposed methods. |
| نوع الوثيقة: |
redif-article |
| اللغة: |
English |
| DOI: |
10.1007/s10985-023-09614 |
| الإتاحة: |
https://ideas.repec.org/a/spr/lifeda/v30y2024i2d10.1007_s10985-023-09614-7.html |
| رقم الأكسشن: |
edsrep.a.spr.lifeda.v30y2024i2d10.1007.s10985.023.09614.7 |
| قاعدة البيانات: |
RePEc |
