2024/11/20
12/11--Workshop: A Gentle Introduction to the Parametric G-Formula for Causal Inference
Workshop: A Gentle Introduction to the Parametric G-Formula for Causal Inference
演講者簡介:Dr. Yu-Han Chiu, MD, ScD
Department of Public Health Sciences at the Penn State College of Medicine.
Location: Public Health Building R118, National Taiwan University College of Public Health, No. 17 Xuzhou Road, Zhongzheng District 100, Taipei City
Date/Duration: July 16th, 2024, 14:00 ~ 17:00
報名方式:
因座位有限,以公衛學院老師及在學學生優先
Due to limited seating, priority will be given to faculty and enrolled students of the School of Public Health.
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Abstract: Causal inference from observational data can be conceptualized as an attempt to emulate a hypothetical pragmatic randomized trial: the target trial. This approach allows researchers to clearly define causal questions, articulate key assumptions, and apply appropriate analytical methods to estimate causal effects. This workshop will offer an accessible introduction to the noniterative conditional expectation (NICE) parametric g-formula. Using a concrete example, participants will learn how to apply the target trial framework and the NICE g-formula to estimate the effects of dynamic treatment strategies, along with the assumptions required for causal interpretation. These methods are especially relevant for evaluating sustained treatment strategies in epidemiological research, providing valuable tools for addressing complex real-world questions.
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主辦單位:國立臺灣大學群體健康研究中心、流預所、健統所、健康資料研究中心