Data integration: exploiting ratios of parameter estimates from a reduced external model
Author:
Affiliation:
1. Department of Biostatistics, University of Michigan , 1415 Washington Heights, Ann Arbor, Michigan 48019, U.S.A
2. Department of Statistics and Data Science, Cornell University , 1198 Comstock Hall, 129 Garden Ave., Ithaca, New York 14853, U.S.A
Abstract
Funder
National Institutes of Health
Publisher
Oxford University Press (OUP)
Subject
Applied Mathematics,Statistics, Probability and Uncertainty,General Agricultural and Biological Sciences,Agricultural and Biological Sciences (miscellaneous),General Mathematics,Statistics and Probability
Link
https://academic.oup.com/biomet/advance-article-pdf/doi/10.1093/biomet/asac022/44179810/asac022.pdf
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4. Improving estimation and prediction in linear regression incorporating external information from an established reduced model;Cheng,;Statist. Med.,2018
5. Empirical Bayes estimation and prediction using summary-level information from external big data sources adjusting for violations of transportability;Estes,;Statist. Biosci.,2018
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