Correction to: Small area estimation of proportions under area-level compositional mixed models
نویسندگان
چکیده
منابع مشابه
Robust Small Area Estimation Under Unit Level Models
Small area estimation has received considerable attention in recent years because of an increasing demand for small area statistics. Basic area level and unit level models have been studied in the literature to obtain empirical best linear unbiased predictors for small area means. Although this classical method is useful for estimating the small area means efficiently under strict model assumpt...
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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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Consider interval estimation of m small area proportions Pi (i = 1, · · · ,m), where we assume a stratified random sampling design with equal number of observations n in each stratum, and where the domains of interest are the strata. A 100(1 − α)% confidence interval for Pi that has appeared repeatedly in the literature and is used in application is given by P̂ i ± zα/2 √ msei, where P̂ i and mse...
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Complex parameters, such as poverty indicators, are usually difficult to predict in small area estimation (SAE). Elbers et al. (2003) have proposed an empirical semi-parametric method for dealing with poverty indices in SAE. This method, commonly called the ELL method, consists of drawing from the empirical residuals to reconstitute the entire census. After simulating the census, any complex pa...
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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...
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ژورنال
عنوان ژورنال: TEST
سال: 2021
ISSN: 1133-0686,1863-8260
DOI: 10.1007/s11749-021-00767-x