Estimation of poverty measures with auxiliary information in sample surveys

被引:8
|
作者
del Mar Rueda, Mara [1 ]
Francisco Munoz, Juan [1 ]
机构
[1] Univ Granada, Fac Ciencias, Dept Estat & IO, E-18071 Granada, Spain
关键词
Auxiliary information; Empirical likelihood; Jackknife and bootstrap methods; Poverty; Wage inequality; MEDIAN ESTIMATION; BOOTSTRAP; QUANTILES; POPULATION;
D O I
10.1007/s11135-009-9279-y
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
The analysis of poverty measures has been receiving increased attention in recent years. This paper contributes to the literature by developing percentile ratio estimators based on the pseudo empirical likelihood method. In practice, variances of poverty measures could be not expressible by simple formulae and consequently other techniques should be used in the variance estimation stage. Assuming percentile ratios, resampling techniques are investigated in this paper. A numerical example based on data from the Spanish Household Panel Survey is taken up to illustrate how suggested procedures can perform better than existing ones. The effect of a model-misspecification on the proposed estimators is also evaluated by using simulated populations.
引用
收藏
页码:687 / 700
页数:14
相关论文
共 50 条
  • [31] Estimation of Mode Using Auxiliary Information
    Sedory, Stephen A.
    Singh, Sarjinder
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2014, 43 (10) : 2390 - 2402
  • [32] MEDIAN ESTIMATION IN THE PRESENCE OF AUXILIARY INFORMATION
    KUK, AYC
    MAK, TK
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1989, 51 (02): : 261 - 269
  • [33] Use of Auxiliary Information in Risk Estimation
    Di Consiglio, Loredana
    Polettini, Silvia
    PRIVACY IN STATISTICAL DATABASES, PROCEEDINGS, 2008, 5262 : 213 - +
  • [34] Distribution estimation with smoothed auxiliary information
    Xu Liu
    Ahmad Ishfaq
    Acta Mathematicae Applicatae Sinica, English Series, 2011, 27 : 167 - 176
  • [35] INCOME INEQUALITY MEASURES BASED ON SAMPLE-SURVEYS
    NYGARD, F
    SANDSTROM, A
    JOURNAL OF ECONOMETRICS, 1989, 42 (01) : 81 - 95
  • [36] IMPROVED CLASS OF ESTIMATORS OF FINITE POPULATION MEAN USING SAMPLING FRACTION AND INFORMATION ON TWO AUXILIARY VARIABLES IN SAMPLE SURVEYS
    Singh, H. P.
    Rathour, A.
    Solanki, R. S.
    STATISTICA, 2013, 73 (03) : 353 - 361
  • [37] Disclosure risk estimation in household sample surveys
    Cortez, Bruno Freitas
    de Magalhaes, Maysa Sacramento
    ATOZ-NOVAS PRATICAS EM INFORMACAO E CONHECIMENTO, 2023, 12
  • [38] Towards optimal regression estimation in sample surveys
    Berger, YG
    Tirari, MEH
    Tillé, Y
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2003, 45 (03) : 319 - 329
  • [39] Estimation and sample design in prevalence surveys of dementia
    Edland, SD
    Graves, AB
    McCormick, WC
    Larson, EB
    JOURNAL OF CLINICAL EPIDEMIOLOGY, 1999, 52 (05) : 399 - 403
  • [40] Estimation of Finite Population Mean by Utilizing the Auxiliary and Square of the Auxiliary Information
    Hussain, Saddam
    Iftikhar, Anum
    Ullah, Kleem
    Atta, Gulnaz
    Ali, Usman
    Parveen, Ulfat
    Arif, Muhammad Yasir
    Qayyum, Ather
    INTERNATIONAL JOURNAL OF ANALYSIS AND APPLICATIONS, 2023, 21