Bayesian pairwise estimation under dependent informative sampling

DOI10.1214/18-EJS1435zbMath1396.62015arXiv1710.10102OpenAlexW3104014710WikidataQ129754092 ScholiaQ129754092MaRDI QIDQ1753156

Terrance D. Savitsky, Matthew R. Williams

Publication date: 28 May 2018

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1710.10102

zbMATH Keywords

Markov chain Monte Carloquantile regressionnonlinear regressionsurvey samplingsampling weights

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Sampling theory, sample surveys (62D05)

Related Items (2)

Uncertainty Estimation for Pseudo‐Bayesian Inference Under Complex Sampling ⋮ Bayesian estimation under informative sampling with unattenuated dependence

Uses Software

• GMRFLib
• Stan

Cites Work

• Bayesian nonparametric weighted sampling inference
• Nonparametric Bayes modeling with sample survey weights
• Bayesian estimation under informative sampling
• Convergence rates of posterior distributions for non iid observations
• Convergence rates of posterior distributions.
• A weighted composite likelihood approach for analysis of survey data under two-level models
• A SIMPLE PROCEDURE FOR SAMPLING πpswor1
• Bayesian Pseudo-Empirical-Likelihood Intervals for Complex Surveys
• Gaussian Markov Random Fields
• Weighted Likelihood for Semiparametric Models and Two‐phase Stratified Samples, with Application to Cox Regression

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