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Assessing selection bias in regression coefficients estimated from nonprobability samples with applications to genetics and demographic surveys

  • Published:2021-09-01 Issue:3 Volume:15 Page:
  • ISSN:1932-6157
  • Container-title:The Annals of Applied Statistics
  • language:
  • Short-container-title:Ann. Appl. Stat.

Author:

West Brady T.1,Little Roderick J.2,Andridge Rebecca R.3,Boonstra Philip S.2,Ware Erin B.1,Pandit Anita2,Alvarado-Leiton Fernanda4

Affiliation:

1. Survey Research Center, Institute for Social Research, University of Michigan

2. Department of Biostatistics, School of Public Health, University of Michigan

3. Division of Biostatistics, College of Public Health, Ohio State University

4. Michigan Program in Survey and Data Science, Institute for Social Research, University of Michigan

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

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1. Using proxy pattern-mixture models to explain bias in estimates of COVID-19 vaccine uptake from two large surveys;Journal of the Royal Statistical Society Series A: Statistics in Society;2024-01-24

2. Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression;Journal of Survey Statistics and Methodology;2023-11-17

3. Hansen Lecture 2022: The Evolution of the Use of Models in Survey Sampling;Journal of Survey Statistics and Methodology;2023-06-28

4. Evaluating Pre-election Polling Estimates Using a New Measure of Non-ignorable Selection Bias;Public Opinion Quarterly;2023-06-08

5. A Case Study of Nonresponse Bias Analysis in Educational Assessment Surveys;Journal of Educational and Behavioral Statistics;2022-12-15
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