Small Area Estimation-New Developments and Directions

DOI10.1111/j.1751-5823.2002.tb00352.xzbMath1211.62022OpenAlexW2108569655MaRDI QIDQ4832018

Danny Pfeffermann

Publication date: 3 January 2005

Published in: International Statistical Review (Search for Journal in Brave)

Full work available at URL: https://eprints.soton.ac.uk/38494/1/38494.pdf

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Sampling theory, sample surveys (62D05)

Related Items (46)

Bayesian model averaging of possibly similar nonparametric densities ⋮ Conditional Akaike information criterion in the Fay-Herriot model ⋮ Small area mean estimation after effect clustering ⋮ A measurement error Rao-Yu model for regional prevalence estimation over time using uncertain data obtained from dependent survey estimates ⋮ Small area shrinkage estimation ⋮ Covariance based moment equations for improved variance component estimation ⋮ Adjusting economic estimates in business surveys ⋮ Prediction Error of Small Area Predictors Shrinking Both Means and Variances ⋮ Mean-Squared errors of small area estimators under a multivariate linear model for repeated measures data ⋮ Multinomial-based small area estimation of labour force indicators ⋮ Selection model for domains across time: application to labour force survey by economic activities ⋮ Small area estimation of poverty proportions under area-level time models ⋮ Estimation of the monthly unemployment rate for six domains through structural time series modelling with cointegrated trends ⋮ Benchmarked linear shrinkage prediction in the Fay–Herriot small area model ⋮ Estimation of poverty and inequality in small areas: review and discussion ⋮ Benchmarked estimates in small areas using linear mixed models with restrictions ⋮ Measuring Discontinuities in Time Series Obtained with Repeated Sample Surveys ⋮ Arc-Sin Transformation for Binomial Sample Proportions in Small Area Estimation ⋮ Localised Estimates of Dynamics of Multi‐dimensional Disadvantage: An Application of the Small Area Estimation Technique Using Australian Survey and Census Data ⋮ Small Area Quantile Estimation ⋮ Bivariate hierarchical Bayesian model for combining summary measures and their uncertainties from multiple sources ⋮ Estimating the prevalence of anemia rates among children under five in Peruvian districts with a small sample size ⋮ Empirical best prediction under area-level Poisson mixed models ⋮ Variable selection for linear mixed models with applications in small area estimation ⋮ Bayesian Estimators for Small Area Models Shrinking Both Means and Variances ⋮ Small area housing stress estimation in Australia: Calculating confidence intervals for a spatial microsimulation model ⋮ Unnamed Item ⋮ Disaggregate-level estimates of indebtedness in the state of Uttar Pradesh in India: an application of small-area estimation technique ⋮ Exploring spatial dependence in area-level random effect model for disaggregate-level crop yield estimation ⋮ BLUP estimation of linear mixed-effects models with measurement errors and its applications to the estimation of small areas ⋮ Small area estimation of proportions under a spatial dependent aggregated level random effects model ⋮ 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) ⋮ Model-Based Estimation of Unemployment Rates in Small Areas of Portugal ⋮ Assessing different uncertainty measures of EBLUP: a resampling-based approach ⋮ A BLUP Synthetic Versus an EBLUP Estimator: An Empirical Study of a Small Area Estimation Problem ⋮ Penalized calibration in survey sampling: design-based estimation assisted by mixed models ⋮ Combining survey and non-survey data for improved sub-area prediction using a multi-level model ⋮ Small area estimation under random regression coefficient models ⋮ Estimation of classification probabilities in small domains accounting for nonresponse relying on imprecise probability ⋮ Functional Mixed Effects Model for Small Area Estimation ⋮ Simultaneous credible intervals for small area estimation problems ⋮ Parametric bootstrap methods for bias correction in linear mixed models ⋮ Small-area estimation with missing data using a multivariate linear random effects model ⋮ Unnamed Item ⋮ Linear estimation and prediction under model-design approach with small area effects ⋮ New important developments in small area estimation

Cites Work

• Unnamed Item
• Unnamed Item
• A standard error for the estimated state vector of a state-space model
• On small-area estimation under two-fold nested error regression models
• Bayesian Prediction Mean Squared Error for State Space Models with Estimated Parameters
• Approximations for Standard Errors of Estimators of Fixed and Random Effect in Mixed Linear Models
• Sampling-Based Approaches to Calculating Marginal Densities
• Prediction Mean Squared Error for State Space Models with Estimated Parameters
• Generalized Linear Models for Small-Area Estimation
• Best Linear Unbiased Estimation and Prediction under a Selection Model
• Weighting for Unequal Selection Probabilities in Multilevel Models
• Bayesian Versus Frequentist Measures of Error in Small Area Estimation
• Estimation of Median Income of Four-Person Families: A Bayesian Time Series Approach
• Small Area Inference for Binary Variables in the National Health Interview Survey
• Small‐area estimation by combining time‐series and cross‐sectional data
• Robust Estimation of Mean Squared Error of Small Area Estimators
• Statistics for Spatial Data
• The Estimation of the Mean Squared Error of Small-Area Estimators

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