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Jing Cheng

Researcher at University of California, San Francisco

Publications -  76
Citations -  4012

Jing Cheng is an academic researcher from University of California, San Francisco. The author has contributed to research in topics: Randomized controlled trial & Instrumental variable. The author has an hindex of 27, co-authored 72 publications receiving 2915 citations. Previous affiliations of Jing Cheng include University of Florida & University of Pennsylvania.

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Instrumental variable methods for causal inference

TL;DR: This tutorial discusses the types of causal effects that can be estimated by instrumental variables analysis; the assumptions needed to provide valid estimates of causaleffects and sensitivity analysis for those assumptions; methods of estimation of causal Effects using instrumental variables; and sources of instrumental variables in health studies.
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Real Longitudinal Data Analysis for Real People: Building a Good Enough Mixed Model

TL;DR: A systematic strategy for addressing the challenge of how to build a good enough mixed effects model is suggested and easily implemented practical advice to build mixed effects models is introduced.
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Association Between Youth Smoking, Electronic Cigarette Use, and COVID-19.

TL;DR: Whether youth cigarette and electronic cigarette use are associated with coronavirus disease 2019 symptoms, testing, and diagnosis and cigarettes only, e-cigarettes only and dual use, sociodemographic factors, obesity, and complying with shelter-in-place is assessed.
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Respirator Tolerance in Health Care Workers

TL;DR: The aim of this work is to contribute to the understanding of why certain types of cancers are more difficult to treat with chemotherapy and the role of these drugs and their role in the development and implementation is to help facilitate that process.