Computationally efficient Bayesian unit-level models for non-Gaussian data under informative sampling with application to estimation of health insurance coverage
DOI10.1214/21-AOAS1524zbMath1498.62072arXiv2009.05642OpenAlexW4282595529WikidataQ114060489 ScholiaQ114060489MaRDI QIDQ2154185
Ryan Janicki, Scott H. Holan, Paul A. Parker
Publication date: 14 July 2022
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2009.05642
Bayesian analysissmall area estimationinformative samplingpseudolikelihoodPólya gammaSmall Area Health Insurance Estimates (SAHIE) program
Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Sampling theory, sample surveys (62D05)
Cites Work
- Bayesian nonparametric weighted sampling inference
- Bayesian estimation under informative sampling
- A comparison of spatial predictors when datasets could be very large
- An introduction to variational methods for graphical models
- Conditionally conjugate mean-field variational Bayes for logistic models
- On the Variances of Asymptotically Normal Estimators from Complex Surveys
- Graphical Models, Exponential Families, and Variational Inference
- Small-Area Estimation Under Informative Probability Sampling of Areas and Within the Selected Areas
- Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models
- Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family
- Bayesian Analysis of Binary and Polychotomous Response Data
- Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables
- A Generalization of Sampling Without Replacement From a Finite Universe
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