Regression Estimators in Ranked Set, Median Ranked Set and Neoteric Ranked Set Sampling

被引:10
|
作者
Koyuncu, Nursel [1 ]
机构
[1] Hacettepe Univ, Dept Stat, Ankara, Turkey
关键词
Median Ranked Set Sampling; Neoteric Ranked Set Sampling; Regression Estimator; Efficiency;
D O I
10.18187/pjsor.v14i1.1825
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper proposes new regression estimators in median ranked set and neoteric ranked set sampling using one and two auxiliary variables. The proposed estimators have large gain in presicion compared to the classical ranked set sampling (RSS) design. A simulation study is designed to see the performance of suggested estimators. A real data set example is also used. In this data set, we have examined a rare endemic annual plant species which is grown in Turkey. We have found that suggested estimators are highly efficient that existing estimators.
引用
收藏
页码:89 / 94
页数:6
相关论文
共 50 条
  • [21] Novel predictive estimators using ranked set sampling
    Bhushan, Shashi
    Kumar, Anoop
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (03):
  • [22] 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
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (02) : 221 - 234
  • [23] An efficient class of estimators based on ranked set sampling
    Bhushan S.
    Kumar A.
    [J]. Life Cycle Reliability and Safety Engineering, 2022, 11 (1) : 39 - 48
  • [24] Ranked set sampling: a bibliography
    Patil, GP
    Sinha, AK
    Taillie, C
    [J]. ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 1999, 6 (01) : 91 - 98
  • [25] On the totality of ranked set sampling
    Al-Saleh, MF
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2004, 147 (02) : 527 - 535
  • [26] On multistage ranked set sampling for distribution and median estimation
    Al-Saleh, Mohammad Fraiwan
    Samuh, Monjed Hisham
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2008, 52 (04) : 2066 - 2078
  • [27] Ranked Set Sampling: a Bibliography
    G. P. Patil
    A. K. Sinha
    Charles Taillie
    [J]. Environmental and Ecological Statistics, 1999, 6 : 91 - 98
  • [28] ON THE INADMISSIBILITY OF EMPIRICAL AVERAGES AS ESTIMATORS IN RANKED SET SAMPLING
    KVAM, PH
    SAMANIEGO, FJ
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1993, 36 (01) : 39 - 55
  • [29] Multistage ranked set sampling
    Al-Saleh, MF
    Al-Omari, AI
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2002, 102 (02) : 273 - 286
  • [30] Enhancing mean estimators in median ranked set sampling with dual auxiliary information
    Alharbi, Randa
    Mustafa, Manahil SidAhmed
    Al Mutairi, Aned
    Hussein, Mohamed
    Yusuf, M.
    Elshenawy, Assem
    Nassr, Said G.
    [J]. HELIYON, 2023, 9 (11)