基本信息
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职业迁徙
个人简介
My methodologic research is to develop statistical models that support scientific learning about human health. My earlier work was on regression models for correlated responses that arise when observations come in clusters, for example in longitudinal research or in sample surveys or when data are observed over time or space. We have extended generalized linear models (logistic, linear, log-linear and survival models) to be applicable in these cases. More recently, my work has been on Bayesian models for "individualized health", that is to use population data to improve decisions about an individual's health state, trajectory or likely benefits and costs of competing interventions. We have applied our novel methods to estimate the etiology of children's pneumonia, trajectory of mental disorders and to predict whether a man's prostate cancer is indolent or aggressive.
研究兴趣
论文共 314 篇作者统计合作学者相似作者
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Julia C. Bennett, Maria D. Knoll, Eunice W. Kagucia,Maria Garcia Quesada,Scott L Zeger,Marissa K. Hetrich,Yangyupei Yang, Carly B. Herbert, Anju Ogyu,Adam L. Cohen,Inci Yildirim, Brita A. Winje,
crossref(2024)
ARTHRITIS & RHEUMATOLOGYno. 1 (2024): 68-77
ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONSno. 1 (2024): e12446-e12446
Translational vision science & technologyno. 3 (2024): 13-13
Maria Garcia Quesada, Meagan E. Peterson,Julia C. Bennett,Kyla Hayford,Scott L Zeger,Yangyupei Yang,Marissa K. Hetrich,Daniel R. Feikin, Ann Von Gottberg,Mark van der Linden, Nina M. van Sorge, Sara de Miguel - García,
crossref(2024)
Joseph Sartini,Michael Fang,Mary R. Rooney, Rashmi (Nisha) Aurora,Naresh Punjabi,Elizabeth Selvin,Josef Coresh,Scott Zeger
CIRCULATION (2023)
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DIABETESno. Supplement_1 (2023)
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Sabra Klein,Santosh Dhakal,Anna Yin, Marta Escarra-Senmarti,Zoe Demko,Nora Pisanic,Trevor Johnston, Maria Trejo-Zambrano,Kate Kruczynski,John Lee,Justin Hardick,Patrick Shea,
Research square (2023)
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