herashi.github.io - Jieru (Hera) Shi

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Biostatistics Ph.D. Candidate - The School of Public Health @ University of Michigan

Hello! I am a Ph.D. candidate in the Department of Biostatistics at University of Michigan advised by Dr. Walter Dempsey and Dr. Zhenke Wu . In Fall 2023, I will be a Postdoctoral Research Fellow in the Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics (DPMMS) at the University of Cambridge with Dr. Qingyuan Zhao .

My doctoral research focuses on developing robust and efficient methodologies to evaluate causal excursion effects in sequential, adaptive intervention experiments. My work leverages new experimental approaches, such as micro-randomized trials (MRTs), as well as causal inference and supervised learning methods. The general theme of my research is to advance a more relevant, valid, and precise assessment of digital health intervention effects in the new context of time-varying treatments and repeated outcome

Links to herashi.github.io (2)