Multi-level modelling under informative sampling

DOI10.1093/BIOMET/93.4.943zbMath1436.62046OpenAlexW1996376310MaRDI QIDQ2813928

Pedro Luis do Nascimento Silva, Fernando Antonio Da Silva Moura, Danny Pfeffermann

Publication date: 27 June 2016

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/ab327428f55a40ae9bd1fc173d15c404f73b422d

zbMATH Keywords

maximum likelihood estimationMarkov chain Monte Carloconfidence intervalsmall area estimationprobability weightingfull likelihoodcredibility interval

Mathematics Subject Classification ID

Point estimation (62F10) Sampling theory, sample surveys (62D05)

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Fitting Variance Components Model and Fixed Effects Model for One-Way Analysis of Variance to Complex Survey Data ⋮ Bayesian estimation under informative sampling ⋮ Application of the full Bayesian significance test to model selection under informative sampling ⋮ Two-stage informative cluster sampling estimation and prediction with applications for small-area models ⋮ Uniform convergence of the empirical cumulative distribution function under informative selection from a finite population ⋮ A resampling approach to estimate variance components of multilevel models ⋮ Uncertainty Estimation for Pseudo‐Bayesian Inference Under Complex Sampling ⋮ A comparison of likelihood-based methods for size-biased sampling ⋮ Impact of frequentist and Bayesian methods on survey sampling practice: a selective appraisal ⋮ A mixture model for rare and clustered populations under adaptive cluster sampling ⋮ Time Series Analysis for Longitudinal Survey Data Under Informative Sampling and Nonignorable Missingness ⋮ Modelling multilevel data under complex sampling designs: an empirical likelihood approach

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