ROBUST ESTIMATION OF SMALL-AREA MEANS AND QUANTILES

DOI10.1111/j.1467-842X.2010.00572.xzbMath1337.62065OpenAlexW1569701845MaRDI QIDQ2810419

Nikos Tzavidis, Stefano Marchetti, Ray Chambers

Publication date: 1 June 2016

Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-842x.2010.00572.x

zbMATH Keywords

robust regressionsmall-area estimationRao-Kovar-Mantel estimatorM-quantile regressionChambers-Dunstan estimatorAustralian farm datafinite-population distribution functionsmearing estimator

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric robustness (62G35) Nonparametric estimation (62G05)

Related Items (19)

Small area mean estimation after effect clustering ⋮ A modified nested-error regression model for small area estimation ⋮ Asymptotic Properties and Variance Estimators of the M-quantile Regression Coefficients Estimators ⋮ Outlier robust small domain estimation via bias correction and robust bootstrapping ⋮ Non-parametric bootstrap mean squared error estimation for \(M\)-quantile estimators of small area averages, quantiles and poverty indicators ⋮ Estimation of poverty and inequality in small areas: review and discussion ⋮ Small area estimation based on M-quantile models in presence of outliers in auxiliary variables ⋮ Implementing night light data as auxiliary variable of small area estimation ⋮ Estimation and Testing in M‐quantile Regression with Applications to Small Area Estimation ⋮ A Comparison of Methods for Poverty Estimation in Developing Countries ⋮ Small area estimation via M-quantile geographically weighted regression ⋮ Weak convergence for random weighting estimation of smoothed quantile processes ⋮ Resistance to Outliers of M-Quantile and Robust Random Effects Small Area Models ⋮ MODEL-BASED DIRECT ESTIMATION OF SMALL-AREA DISTRIBUTIONS ⋮ Spatial robust small area estimation ⋮ Outlier Robust Small-Area Estimation Under Spatial Correlation ⋮ M-Quantile Small Area Estimation for Panel Data ⋮ Outlier robust model-assisted small area estimation ⋮ New important developments in small area estimation

Uses Software

• R

Cites Work

• Unnamed Item
• On estimating distribution functions and quantiles from survey data using auxiliary information
• Smearing Estimate: A Nonparametric Retransformation Method
• Robust small area estimation
• Outlier Robust Finite Population Estimation
• Properties of estimators of the finite population distribution function
• Regression Quantiles
• Bias-calibrated Estimation from Sample Surveys Containing Outliers
• Bandwith selection for the smoothing of distribution functions
• Bounded Influence Estimation in the Mixed Linear Model
• Bias Robust Estimation in Finite Populations Using Nonparametric Calibration
• Estimating distribution functions from survey data
• Bootstrapping the Dorfman–Hall–Chambers–Dunstan estimator of a finite population distribution function
• M-quantile models for small area estimation

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