Small area estimation of poverty indicators
نویسندگان
چکیده
منابع مشابه
Some New Developments in Small Area Estimation
Small area estimation has received a lot of attention in recent years due to growing demand for reliable small area statistics. Traditional area-specific estimators may not provide adequate precision because sample sizes in small areas are seldom large enough. This makes it necessary to employ indirect estimators based on linking models. Basic area level and unit level models have been extensiv...
متن کاملNon-parametric bootstrap mean squared error estimation for M-quantile estimators of small area averages, quantiles and poverty indicators
Small area estimation is conventionally concerned with the estimation of small area averages and totals. More recently emphasis has been also placed on the estimation of poverty indicators and of key quantiles of the small area distribution function using robust models for example, the M-quantile small area model (Chambers and Tzavidis, 2006). In parallel to point estimation, Mean Squared Error...
متن کاملComparison of Small Area Estimation Methods for Estimating Unemployment Rate
Extended Abstract. In recent years, needs for small area estimations have been greatly increased for large surveys particularly household surveys in Sta­ tistical Centre of Iran (SCI), because of the costs and respondent burden. The lack of suitable auxiliary variables between two decennial housing and popula­ tion census is a challenge for SCI in using these methods. In general, the...
متن کاملTitle Estimation of Indicators on Social Exclusion and Poverty
Description Estimation of indicators on social exclusion and poverty, as well as Pareto tail modeling for empirical income distributions.
متن کاملSmall area estimation of poverty proportions under random regression coefficient models
In this paper a random regression coefficient model is used to provide estimates of small area poverty proportions. As poverty variable is dichotomic at the individual level, the sample data from Spanish Living Conditions Survey is previously aggregated to the level of census sections. EBLUP estimates based on the proposed model are obtained. A closed-formula procedure to estimate the mean squa...
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ژورنال
عنوان ژورنال: Canadian Journal of Statistics
سال: 2010
ISSN: 0319-5724
DOI: 10.1002/cjs.10051