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pro vyhledávání: '"Gilbert, Brian"'
Autor:
Gilbert, Brian, Hoffman, Katherine L., Williams, Nicholas, Rudolph, Kara E., Schenck, Edward J., Díaz, Iván
We demonstrate a comprehensive semiparametric approach to causal mediation analysis, addressing the complexities inherent in settings with longitudinal and continuous treatments, confounders, and mediators. Our methodology utilizes a nonparametric st
Externí odkaz:
http://arxiv.org/abs/2403.09928
This paper addresses the asymptotic performance of popular spatial regression estimators of the linear effect of an exposure on an outcome under ``spatial confounding" -- the presence of an unmeasured spatially-structured variable influencing both th
Externí odkaz:
http://arxiv.org/abs/2308.12181
Autor:
Bridgeford, Eric W., Chung, Jaewon, Gilbert, Brian, Panda, Sambit, Li, Adam, Shen, Cencheng, Badea, Alexandra, Caffo, Brian, Vogelstein, Joshua T.
Causal inference studies whether the presence of a variable influences an observed outcome. As measured by quantities such as the "average treatment effect," this paradigm is employed across numerous biological fields, from vaccine and drug developme
Externí odkaz:
http://arxiv.org/abs/2307.13868
Autor:
Gilbert, Brian, Datta, Abhirup
We present a new method for constructing valid covariance functions of Gaussian processes for spatial analysis in irregular, non-convex domains such as bodies of water. Standard covariance functions based on geodesic distances are not guaranteed to b
Externí odkaz:
http://arxiv.org/abs/2307.11941
Autor:
Koehl, Jennifer, Brown, Caitlin S., Faine, Brett, Rech, Megan A., Zimmerman, David E., Flack, Tara, Gilbert, Brian W., Howington, Gavin T., Laub, Jessica, Porter, Blake, Slocum, Giles W., Zepeski, Anne, Feldman, Ryan, Santiago, Ruben D., Sarangarm, Preeyaporn
Publikováno v:
In American Journal of Emergency Medicine August 2024 82:166-173
Recently, addressing spatial confounding has become a major topic in spatial statistics. However, the literature has provided conflicting definitions, and many proposed definitions do not address the issue of confounding as it is understood in causal
Externí odkaz:
http://arxiv.org/abs/2112.14946
Autor:
Gilbert, Brian.
Thesis (Ph. D., Natural Resources)--University of Idaho, May 2008.
Major professor: Edward O. Garton. Includes bibliographical references. Also available online (PDF file) by subscription or by purchasing the individual file.
Major professor: Edward O. Garton. Includes bibliographical references. Also available online (PDF file) by subscription or by purchasing the individual file.
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Akademický článek
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What are we waiting for? A review of early basal insulin therapy in diabetic ketoacidosis management
Autor:
Gilbert, Brian W., Murray, Danielle S., Cox, Tessa R., He, Joanna, Wenski, Audrey M., Qualls, Kathryn E.
Publikováno v:
In American Journal of Emergency Medicine October 2023 72:147-150