Adaptive Inference for Multi-Stage Survey Data

DOI10.1080/03610918.2010.493273zbMath1195.62004OpenAlexW1974026723MaRDI QIDQ3590010

Loai Mahmoud al-Zou'Bi, David G. Steel, Robert Graham Clark

Publication date: 17 September 2010

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2010.493273

zbMATH Keywords

tablesvariance componentsadaptive estimationmulti-level modelscluster samplingHuber-White variance estimator

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Sampling theory, sample surveys (62D05)

Uses Software

• R
• WWGbook

Cites Work

• Longitudinal data analysis using generalized linear models
• Bayesian model averaging: A tutorial. (with comments and a rejoinder).
• Synthesis of variance
• Ignorable and informative designs in survey sampling inference
• Weighting for Unequal Selection Probabilities in Multilevel Models
• Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
• Mixed-Effects Models in S and S-PLUS
• The Effect of using Household as a Sampling Unit
• The Intraclass Correlation Coefficient: Distribution-Free Definition and Test
• Informative Drop-Out in Longitudinal Data Analysis
• The Effective Sample Size and an Alternative Small-Sample Degrees-of-Freedom Method
• Recovery of inter-block information when block sizes are unequal
• Combining Linear Regression Models
• Maximum Likelihood Estimation of Misspecified Models
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