Outlier Robust Small Area Estimation

DOI10.1111/RSSB.12019zbMath1411.62029OpenAlexW2107646698MaRDI QIDQ5743262

Hukum Chandra, Nikos Tzavidis, Nicola Salvati, Ray Chambers

Publication date: 9 May 2019

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://ro.uow.edu.au/cgi/viewcontent.cgi?article=1035&context=cssmwp

zbMATH Keywords

\(M\)-estimationlinear mixed modelbias-variance trade-offrobust predictionrobust bias correction\(M\)-quantile model

Mathematics Subject Classification ID

Sampling theory, sample surveys (62D05)

Related Items (23)

Small area mean estimation after effect clustering ⋮ Small area estimation with mixed models: a review ⋮ Small area estimation under area-level generalized linear mixed models ⋮ Marginal M-quantile regression for multivariate dependent data ⋮ Outlier robust small domain estimation via bias correction and robust bootstrapping ⋮ 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 ⋮ Robust Small Area Estimation under Spatial Non‐stationarity ⋮ Estimation and Testing in M‐quantile Regression with Applications to Small Area Estimation ⋮ Statistical Analysis with Linked Data ⋮ Robust Hierarchical Bayes Small Area Estimation for the Nested Error Linear Regression Model ⋮ Small Area Quantile Estimation ⋮ Estimating heterogeneous causal effects in observational studies using small area predictors ⋮ Small area estimation of general parameters: Bayesian transformed spatial prediction approach ⋮ Small area housing stress estimation in Australia: Calculating confidence intervals for a spatial microsimulation model ⋮ Robust estimation approach for spatial error model ⋮ A hierarchical Bayes unit-level small area estimation model for normal mixture populations ⋮ Robust regression using probabilistically linked data ⋮ Robust statistics: a selective overview and new directions ⋮ Bias calibration for robust estimation in small areas ⋮ Bootstrap-based statistical inference for linear mixed effects under misspecifications ⋮ A two-stage Bayesian small area estimation approach for proportions ⋮ Parametric transformed Fay-Herriot model for small area estimation

This page was built for publication: Outlier Robust Small Area Estimation