Generalized variance estimators in adaptive cluster sampling using single auxiliary variable

被引:2
|
作者
Noor-Ul-Amin, Muhammad [1 ]
Yasmeen, Uzma [2 ]
Hanif, Muhammad [3 ]
机构
[1] COMSATS Inst Informat Technol, Lahore 54000, Pakistan
[2] 89 Saidan Shah Colony,Wazir Ali Rd Upper Mall, Lahore 54000, Pakistan
[3] Natl Coll Business Adm & Econ, Lahore 54000, Pakistan
来源
关键词
Adaptive cluster sampling; Ratio Estimator; Networks;
D O I
10.1080/09720510.2017.1413045
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 study presents generalized variance estimators utilizing the information on single auxiliary variable in adaptive cluster sampling for finite population variance. The expressions for mean square errors and biases for proposed variance estimators are obtained. The result of simulation study presents that the suggested variance estimators for adaptive cluster sampling (ACS) design are most efficient for population variance as compare to Isaki (1983) variance estimator for SRSWOR.
引用
收藏
页码:401 / 415
页数:15
相关论文
共 50 条
  • [31] Unbiased estimators for restricted adaptive cluster sampling
    Salehi, MM
    Seber, GAF
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2002, 44 (01) : 63 - 74
  • [32] GENERALIZED FAMILY OF ESTIMATORS VIA TWO AUXILIARY VARIABLES FOR POPULATION VARIANCE
    Cekim, Hatice Oncel
    Kadilar, Cem
    JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2018, 11 (01): : 67 - 81
  • [33] A GENERAL CLASS OF ESTIMATORS FOR FINITE POPULATION MEAN USING AUXILIARY VARIABLE IN DOUBLE SAMPLING
    Choudhury, Sanjib
    Singh, B. K.
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2018, 14 : 351 - 360
  • [34] Some estimators of population variance using auxiliary information
    Dubey, Vyas
    Suryakant
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2008, 4 (01): : 201 - 205
  • [35] Ratio Estimator Using Two Auxiliary Variables for Adaptive Cluster Sampling
    Chutiman, Nipaporn
    Kumphon, Bungon
    THAILAND STATISTICIAN, 2008, 6 (02): : 241 - 256
  • [36] Generalized Class of Estimators Using Dual of Auxiliary Variable Under Non-Response
    Singh, G. N.
    Usman, M.
    JOURNAL OF STATISTICAL THEORY AND PRACTICE, 2021, 15 (02)
  • [37] Generalized Class of Estimators Using Dual of Auxiliary Variable Under Non-Response
    G. N. Singh
    M. Usman
    Journal of Statistical Theory and Practice, 2021, 15
  • [38] On use of adaptive cluster sampling for variance estimation
    Alam, Shameem
    Shabbir, Javid
    Nadeem, Malaika
    JOURNAL OF APPLIED STATISTICS, 2025,
  • [39] Generalized Double Sampling Family of Estimators for Population mean of Sensitive Variable Harnessing Non-sensitive Auxiliary Variable and Attribute
    Yadav, Subhash Kumar
    Bari, Tarushree
    Vishwakarma, Gajendra K.
    SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 2023, 85 (01): : 54 - 76
  • [40] Generalized Double Sampling Family of Estimators for Population mean of Sensitive Variable Harnessing Non-sensitive Auxiliary Variable and Attribute
    Subhash Kumar Yadav
    Tarushree Bari
    Gajendra K. Vishwakarma
    Sankhya B, 2023, 85 : 54 - 76