A Generalized Integration Approach to Association Analysis with Multi-category Outcome: An Application to a Tumor Sequencing Study of Colorectal Cancer and Smoking
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2022.2105703
Abstract: Abstract Cancer is a heterogeneous disease, and rapid progress in sequencing and -omics technologies has enabled researchers to characterize tumors comprehensively. This has stimulated an intensive interest in studying how risk factors are associated with… read more here.
Keywords: generalized integration; colorectal cancer; association; tumor ... See more keywords
Generalized integration model for improved statistical inference by leveraging external summary data
Sign Up to like & getrecommendations! Published in 2020 at "Biometrika"
DOI: 10.1093/biomet/asaa014
Abstract: SummaryMeta-analysis has become a powerful tool for improving inference by gathering evidence from multiple sources. It pools summary-level data from different studies to improve estimation efficiency with the assumption that all participating studies are analysed… read more here.
Keywords: generalized integration; summary data; external summary; model ... See more keywords