Generalized robust-regression-type estimators under different ranked set sampling

被引:0
|
作者
Nursel Koyuncu
Amer Ibrahim Al-Omari
机构
[1] Hacettepe University,Department of Statistics
[2] Al al-Bayt University,Department of Mathematics, Faculty of Science
来源
Mathematical Sciences | 2021年 / 15卷
关键词
Ratio-type estimators; Regression-type estimators; Robust regression methods; Ranked set sampling; Median ranked set sampling; 62D05; 62F35;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, we have proposed a new generalized robust estimators of population mean under different ranked set sampling. Robust estimators are recently defined by Zaman and Bulut (Commun Stat Theory Methods 48(8):2039–2048, 2019a) and Ali et al. (Commun Stat Theory Methods, 2019. https://doi.org/10.1080/03610926.2019.1645857) under simple random sampling. We have generalized robust-type estimators where Zaman and Bulut (2019a) and Ali et al. (2019) estimators are members of our generalized estimator. We have also extended our results to ranked set and median ranked set sampling designs. The simulation study showed that our proposed robust-type estimator performs better.
引用
收藏
页码:29 / 40
页数:11
相关论文
共 50 条
  • [31] Robust-regression-type estimators for improving mean estimation of sensitive variables by using auxiliary information
    Ali, Nasir
    Ahmad, Ishfaq
    Hanif, Muhammad
    Shahzad, Usman
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 50 (04) : 979 - 992
  • [32] Robust extreme ranked set sampling
    Al-Nasser, Amjad D.
    Mustafa, Ahmed Bani
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2009, 79 (07) : 859 - 867
  • [33] A REGRESSION TYPE ESTIMATOR FOR MEAN ESTIMATION UNDER RANKED SET SAMPLING ALONGSIDE THE SENSITIVITY ISSUE
    Shahzad, Usman
    Hanif, Muhammad
    Koyuncu, Nursel
    Garcia Luengo, Amelia Victoria
    COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS, 2019, 68 (02): : 2037 - 2049
  • [34] Estimators for a Poisson parameter using ranked set sampling
    Barnett, V
    Barreto, MCM
    JOURNAL OF APPLIED STATISTICS, 2001, 28 (08) : 929 - 941
  • [35] Evaluation of Cpm estimators in ranked set sampling designs
    Taconeli, Cesar Augusto
    Cabral, Angelo da Silva
    da Silva, Jose Luiz Padilha
    Peres, Anderson de Castro
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (08) : 4749 - 4768
  • [36] Modified Class of Estimators Using Ranked Set Sampling
    Bhushan, Shashi
    Kumar, Anoop
    Shahab, Sana
    Lone, Showkat Ahmad
    Almutlak, Salemah A.
    MATHEMATICS, 2022, 10 (21)
  • [37] Novel predictive estimators using ranked set sampling
    Bhushan, Shashi
    Kumar, Anoop
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (03):
  • [38] Performance of coefficient of variation estimators in ranked set sampling
    Consulin, Cintia Maestreli
    Ferreira, Damiane
    Rodrigues de Lara, Idemauro Antonio
    De Lorenzo, Antonino
    di Renzo, Laura
    Taconeli, Cesar Augusto
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (02) : 221 - 234
  • [39] An efficient class of estimators based on ranked set sampling
    Bhushan S.
    Kumar A.
    Life Cycle Reliability and Safety Engineering, 2022, 11 (1) : 39 - 48
  • [40] ON THE INADMISSIBILITY OF EMPIRICAL AVERAGES AS ESTIMATORS IN RANKED SET SAMPLING
    KVAM, PH
    SAMANIEGO, FJ
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1993, 36 (01) : 39 - 55