Variance estimation for two-phase stratified sampling

被引:10
|
作者
Binder, DA [1 ]
Babyak, C [1 ]
Brodeur, M [1 ]
Hidiroglou, M [1 ]
Jocelyn, W [1 ]
机构
[1] Stat Canada, Business Survey Methods Div, Ottawa, ON K1A 0T6, Canada
关键词
double expansion estimator; linearization; retail commodity survey; reweighted expansion estimator; stratification;
D O I
10.2307/3315914
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
The authors consider variance estimation for the generalized regression estimator in a two-phase context when the first-phase sample has been restratified using information gathered from the first-phase sample. Simple computational expressions for variance estimation are provided for the double expansion estimator and the reweighted expansion estimator of Kott & Stukel (1997). These estimators are compared using data from the Canadian Retail Commodity Survey.
引用
收藏
页码:751 / 764
页数:14
相关论文
共 50 条
  • [31] Two-phase stratified sampling and analysis for predicting binary outcomes
    Cao, Yaqi
    Haneuse, Sebastien
    Zheng, Yingye
    Chen, Jinbo
    BIOSTATISTICS, 2023, 24 (03) : 585 - 602
  • [32] COMPARISON OF VARIANCE ESTIMATORS IN TWO-PHASE SAMPLING: AN EMPIRICAL INVESTIGATION
    Haziza, D.
    Hidiroglou, M. A.
    Rao, J. N. K.
    PAKISTAN JOURNAL OF STATISTICS, 2011, 27 (04): : 477 - 492
  • [33] Continuous Sampling of Aerosolized Particles Using Stratified Two-Phase Microfluidics
    Ahasan, Kawkab
    Schnoebelen, Nicholas J.
    Shrotriya, Pranav
    Kingston, Todd A.
    ACS SENSORS, 2024, 9 (06): : 2915 - 2924
  • [34] On estimation of conditional density models with two-phase sampling
    Tan, Zhiqiang
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 140 (07) : 1986 - 2002
  • [35] Some efficient estimation procedures in two-phase sampling
    Majhi, Deepak
    Singh, G. N.
    JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2021, 24 (07): : 1371 - 1381
  • [36] WEIGHTED LIKELIHOOD ESTIMATION UNDER TWO-PHASE SAMPLING
    Saegusa, Takumi
    Wellner, Jon A.
    ANNALS OF STATISTICS, 2013, 41 (01): : 269 - 295
  • [37] An Improved Estimation Procedure in Two-Phase Successive Sampling
    Singh, G. N.
    Homa, F.
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2014, 52 (02): : 76 - 85
  • [38] Predictive estimation of population mean in two-phase sampling
    Bandyopadhyay, A.
    Singh, G. N.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 45 (14) : 4249 - 4267
  • [39] Estimation of population coefficient of variation in simple and stratified random sampling under two-phase sampling scheme when using two auxiliary variables
    Shabbir, Javid
    Gupta, Sat
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 46 (16) : 8113 - 8133
  • [40] On some new estimators of population variance in single and two-phase sampling
    Al-Marshadi, Ali Hussein
    Alharby, Abdullah Hamoud
    Shahbaz, Muhammad Qaiser
    MAEJO INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY, 2018, 12 (03) : 272 - 281