Estimation of Poverty in Small Areas

被引:0
|
作者
Bikauskaite, Agne [1 ]
机构
[1] Eurostat, Luxembourg, Luxembourg
关键词
Poverty; small area estimation; Horvitz-Thompson; Generalised Regression; Synthetic; Jack-Knife;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
A qualitative techniques of poverty estimation is needed to better implement, monitor and determine national areas where support is most required. The problem of small area estimation (SAE) is the production of reliable estimates in areas with small samples. The precision of estimates in strata deteriorates (i.e. the precision decreases when the standard deviation increases), if the sample size is smaller. In these cases traditional direct estimators may be not precise and therefore pointless. Currently there are many indirect methods for SAE. The purpose of this paper is to analyze several different types of techniques which produce small area estimates of poverty.
引用
收藏
页码:43 / 54
页数:12
相关论文
共 50 条
  • [31] Estimation of Peak Flow Rates for Small Drainage Areas
    Baoyuan Liu
    Daan Wang
    Suhua Fu
    Wenhua Cao
    Water Resources Management, 2017, 31 : 1635 - 1647
  • [32] Estimation of Peak Flow Rates for Small Drainage Areas
    Liu, Baoyuan
    Wang, Daan
    Fu, Suhua
    Cao, Wenhua
    WATER RESOURCES MANAGEMENT, 2017, 31 (05) : 1635 - 1647
  • [33] Evaluating the impact of a small number of areas on spatial estimation
    Aswi Aswi
    Susanna Cramb
    Earl Duncan
    Kerrie Mengersen
    International Journal of Health Geographics, 19
  • [34] Poverty mapping in small areas under a twofold nested error regression model
    Marhuenda, Yolanda
    Molina, Isabel
    Morales, Domingo
    Rao, J. N. K.
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2017, 180 (04) : 1111 - 1136
  • [36] Comparison of survey regression techniques in the context of small area estimation of poverty
    Haslett, Stephen J.
    Isidro, Marissa C.
    Jones, Geoffrey
    SURVEY METHODOLOGY, 2010, 36 (02) : 157 - 170
  • [37] Small Area Estimation for Composite Indicators: The Case of Multidimensional Poverty Incidence
    Arias-Salazar, Alejandra
    Gutierrez, Andres
    Guerrero-Gomez, Stalyn
    Mancero, Xavier
    Rojas-Perilla, Natalia
    Zhang, Hanwen
    JOURNAL OF OFFICIAL STATISTICS, 2025, 41 (01) : 35 - 59
  • [38] Poverty and Inequality Maps in Rural Vietnam: An Application of Small Area Estimation
    Nguyen Viet Cuong
    Tran Ngoc Truong Roy
    van der Weide, Roy
    ASIAN ECONOMIC JOURNAL, 2010, 24 (04) : 355 - 390
  • [39] A functional approach to small area estimation of the relative median poverty gap
    Fabrizi, Enrico
    Ferrante, Maria Rosaria
    Trivisano, Carlo
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2020, 183 (03) : 1273 - 1291
  • [40] Properties of the beta regression model for small area estimation of proportions and application to estimation of poverty rates
    Janicki, Ryan
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2020, 49 (09) : 2264 - 2284