Robust linear mixed models for small area estimation

DOI10.1016/j.jspi.2009.07.022zbMath1177.62023OpenAlexW1974334263MaRDI QIDQ1039481

Carlo Trivisano, Enrico Fabrizi

Publication date: 30 November 2009

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2009.07.022

zbMATH Keywords

exponential power distributionFay-Herriot modelensemble estimatorsskewed exponential power distribution

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Point estimation (62F10) Bayesian inference (62F15) Robustness and adaptive procedures (parametric inference) (62F35) Order statistics; empirical distribution functions (62G30)

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Small area estimation using skew normal models ⋮ A new robust Bayesian small area estimation via ‐stable model for estimating the proportion of athletic students in California ⋮ Unnamed Item ⋮ Semiparametric Bayesian Small Area Estimation Based on Dirichlet Process Priors ⋮ A comparison of adjusted Bayes Estimators of an ensemble of small area parameters ⋮ A robust linear mixed-effects model for longitudinal data using an innovative multivariate skew-Huber distribution ⋮ Testing Sparsity-Inducing Penalties ⋮ Multilevel time-series models for small area estimation at different frequencies and domain levels ⋮ Modeling Random Effects Using Global–Local Shrinkage Priors in Small Area Estimation

Uses Software

• EURAREA
• WinBUGS
• OpenBUGS

Cites Work

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