Small area estimation of poverty proportions under area-level time models

DOI10.1016/j.csda.2011.10.015zbMath1255.62349OpenAlexW2093409306MaRDI QIDQ1927066

A. Pérez, Laureano Santamaría, María Dolores Esteban, Domingo Morales

Publication date: 30 December 2012

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2011.10.015

zbMATH Keywords

linear mixed modelssmall area estimationtime correlationpoverty proportions

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)

Related Items (29)

Information criteria for Fay-Herriot model selection ⋮ Small area estimation of poverty proportions under unit-level temporal binomial-logit mixed models ⋮ Small area estimation via unmatched sampling and linking models ⋮ Small area estimation with spatio-temporal Fay-Herriot models ⋮ A measurement error Rao-Yu model for regional prevalence estimation over time using uncertain data obtained from dependent survey estimates ⋮ Small area estimation under area-level generalized linear mixed models ⋮ Small area estimation of socioeconomic indicators for sampled and unsampled domains ⋮ Classification trees for poverty mapping ⋮ Poisson mixed models for studying the poverty in small areas ⋮ Multivariate Fay-Herriot models for small area estimation ⋮ Likelihood inference for small area estimation using data cloning ⋮ Small area estimation under a measurement error bivariate Fay-Herriot model ⋮ Small area estimation under a temporal bivariate area-level linear mixed model with independent time effects ⋮ A Fay-Herriot model when auxiliary variables are measured with error ⋮ Special issue on small area estimation ⋮ Estimation of poverty and inequality in small areas: review and discussion ⋮ Small area estimation of average compositions under multivariate nested error regression models ⋮ Small area estimation under unit-level temporal linear mixed models ⋮ Three-fold Fay-Herriot model for small area estimation and its diagnostics ⋮ Empirical best prediction under area-level Poisson mixed models ⋮ Time stable empirical best predictors under a unit-level model ⋮ Comparison of mean squared error estimators under the Fay-Herriot model: application to poverty and percentage of food expenditure data ⋮ Tests for the variance parameter in the Fay–Herriot model ⋮ Small area estimation of proportions under area-level compositional mixed models ⋮ On longitudinal moving average model for prediction of subpopulation total ⋮ New prediction method for the mixed logistic model applied in a marketing problem ⋮ An area-level gamma mixed model for small area estimation ⋮ On Prediction for Correlated Domains in Longitudinal Surveys ⋮ Comments on: ``Single and two-stage cross-sectional and time series benchmarking procedures for small area estimation

Uses Software

• saery

Cites Work

• Unnamed Item
• Analytic and bootstrap approximations of prediction errors under a multivariate Fay-Herriot model
• Model assisted survey sampling
• Small area estimation: an appraisal. With comments and a rejoinder by the authors
• Empirical Bayes estimation of median income of four-person families by state using time series and cross-sectional data
• Mean squared error of empirical predictor.
• Mixed model prediction and small area estimation. (With comments of P. Hall, D. Morales, C. N. Morris, J. N. K. Rao, and J. L. Eltinge)
• Estimation of Median Income of Four-Person Families: A Bayesian Time Series Approach
• Small‐area estimation by combining time‐series and cross‐sectional data
• Small Area Estimation-New Developments and Directions
• The Estimation of the Mean Squared Error of Small-Area Estimators

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