Small area estimation (SAE)
A Comparison of Hierarchical Bayesian Models for Small Area Estimation of Counts
... Small area estimation (SAE) tackles the problem of providing reliable esti- mates for small areas, ...mating small area counts are discussed and their relative merits are ...
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Small Area Estimation with Skewed Data
... Our results show that transformed variable based method for small area estimation of skewed data performs well. We note that the gain in efficiency by accounting non-linearity in data via log ...
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Small Area Estimation in Estimating Unemployment Rate in Bogor District of Sampled and Non-Sampled Areas UsingA Calibration Modeling Approach
... Abstract – The main problem in Indonesia is unemployment. There are some various government policies to resolve unemployment, such as the availability of statistical data in unemployment. The National Labor Survey ...
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Small area estimation for spatially correlated populations a comparison of direct and indirect model based methods
... many small area estimation (SAE) ...correlated small area effects where the neighbourhood structure is described by a contiguity ...direct estimation (MBDE) and empirical best ...
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Households' food expenditures in urban areas of Iran: An application of small area estimation
... Iran is located in the western Asia, with a climate ranging from arid or semiarid to subtropical along the Caspian coast and the northern forests. The vastness of Iran has caused disparities in the HFE [10]. The ...
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Zero Inflated Beta Model in Small Area Estimation to Estimate Poverty Rates on Village Level in Langsa Municipality
... to small sample sizes. Small Area Estimation (SAE) technique is used to produce a good precision with small sample ...sampled area and when no poor are included in the ...effect ...
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Small area estimation under informative probability sampling of areas and within the selected areas
... of small area estimation is how to predict the area means or other quantities of interest and assess the prediction errors when the sample sizes in these areas are too small (and ...
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Small Area Estimation under a Two Part Random Effects Model with Application to Estimation of Literacy in Developing Countries
... the small area predictors that account for parameter estimation to correct order; see the recent book of Rao (2003) for a thorough review and ...of small area estimation and in ...
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Targeting the Poor in Vietnam using a Small Area Estimation Method
... of small items, and detailed questionnaires help people remember these small items in their ...in small areas is to combine a census and a household survey using the method of small ...
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Small area estimation under informative probability sampling of areas and within the selected areas
... in small area estimation concerns the use of Bayesian methods that allow considering heavily structured models and accounting for all sources of variation when assessing the prediction ...the ...
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Household business index in Vietnam: a small area estimation method
... a small area estimation method to combine this business household survey and the 2009 Vietnam Population and Housing Census to estimate the FI for all provinces and districts in rural ...
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Spatial Patterns of Sanitation in Rural Vietnam: An Application of Small Area Estimation
... Diarrhea is one of the main causes for mortality of under-five children (Boschi-Pinto et al., 2008), and this disease can be attributed to deficient hygiene, sanitation and water supply (Bartram and Cairncross, 2010). ...
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Hierarchical Bayes Small Area Estimation under a Unit Level Model with Applications in Agriculture
... on estimation of area and yield of apple in District Baramulla has been used for the purpose of our proposed small area ...Yield, Area, Trees, Actual Yield for names of blocks, total ...
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Small Area Estimation Under Linear and Generalized Linear Mixed Models With Time and Area Effects
... of small area estimation where the survey information is available at area level rather that at individual ...of small area averages (the so-called direct estimates) are ...
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Small Area Estimation: A Review of Methods Based on the Application of Mixed Models
... for small area ...of small area means, is robust to this ...estimating small area means when one or more outliers are ...of small area estimators based on the model ...
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Small area estimation : estimating selected economic statistics for provinces of the Philippines
... to small area estimation, the regression equation is fitted using a combination of symptomatic information (independent variables) and sample data on the variable of interest (the dependent ...
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Application of Small Area Estimation of SME in Albania for Survey Research Method of Analyze
... In this survey we aim to identify the Application of Small Area Estimation of SME in Albania. During the first years of the reform, the government focused on improving the legislative framework to ...
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Multipurpose small area estimation
... when small area estimates of the survey variables are ...of small area estimation described in Chambers and Chandra ...for small areas based on multipurpose weights perform well ...
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Small area estimation with state space models subject to benchmark constraints
... of Small Area Estimation is how to produce reliable estimates of area (domain) characteristics, when the sample sizes within the areas are too small to warrant the use of traditional ...
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A Comparison of Cluster Method and Nearest Neighbor Method for Non-sample Area in the Small Area Estimation
... non-sampled area in the small area estimation model mainly by using the FHB method since the method is more simple to ...non-sampled area problem by using the nearest neighbor (NN) ...
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