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Journal of the American Statistical Association Volume 117, 2022 - Issue 537
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Theory and Methods

Estimating and Accounting for Unobserved Covariates in High-Dimensional Correlated Data

Chris McKennana Department of Statistics, University of Pittsburgh, Pittsburgh, PACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2096-8257View further author information
ORCID Icon &
Dan Nicolaeb Department of Statistics, University of Chicago, Chicago, ILView further author information
Pages 225-236 | Received 01 Nov 2018, Accepted 06 May 2020, Published online: 30 Jun 2020

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Chris McKennan, Katherine Naughton, Catherine Stanhope, Meyer Kattan, George T. O’Connor, Megan T. Sandel, Cynthia M. Visness, Robert A. Wood, Leonard B. Bacharier, Avraham Beigelman, Stephanie Lovinsky-Desir, Alkis Togias, James E. Gern, Dan Nicolae & Carole Ober. (2021) Longitudinal data reveal strong genetic and weak non-genetic components of ethnicity-dependent blood DNA methylation levels. Epigenetics 16:6, pages 662-676.
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Lyndsey E. Shorey-Kendrick, Cindy T. McEvoy, Kristin Milner, Julia Harris, Julie Brownsberger, Robert S. Tepper, Byung Park, Lina Gao, Annette Vu, Cynthia D. Morris & Eliot R. Spindel. (2024) Improvements in lung function following vitamin C supplementation to pregnant smokers are associated with buccal DNA methylation at 5 years of age. Clinical Epigenetics 16:1.
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Fang Niu, Cheng Zheng & Lei Liu. (2023) Exploring causal mechanisms and quantifying direct and indirect effects using a joint modeling approach for recurrent and terminal events. Statistics in Medicine 42:22, pages 4028-4042.
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Astrid Sevelsted, Casper-Emil Tingskov Pedersen, Gözde Gürdeniz, Morten Arendt Rasmussen, Jörg Schullehner, Kalliroi Sdougkou, Jonathan W. Martin, Jessica Lasky-Su, Andreanne Morin, Carole Ober, Ann-Marie Malby Schoos, Jakob Stokholm, Klaus Bønnelykke, Bo Chawes & Hans Bisgaard. (2023) Exposures to perfluoroalkyl substances and asthma phenotypes in childhood: an investigation of the COPSAC2010 cohort. eBioMedicine 94, pages 104699.
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