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Susan A. Murphy

Affiliations: 
University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Statistics
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"Susan Murphy"
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Donglin Zeng grad student 2001 University of Michigan
Daniel Almirall grad student 2007 University of Michigan
Lacey L. Gunter grad student 2009 University of Michigan
Eric B. Laber grad student 2011 University of Michigan
Raaz Dwivedi post-doc 2021- Harvard (Neurotree)

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Publications

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Qian T, Yoo H, Klasnja P, et al. (2021) Estimating time-varying causal excursion effect in mobile health with binary outcomes. Biometrika. 108: 507-527
Qian T, Yoo H, Klasnja P, et al. (2021) Rejoinder: 'Estimating time-varying causal excursion effects in mobile health with binary outcomes'. Biometrika. 108: 551-555
Liao P, Klasnja P, Murphy S. (2021) Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health. Journal of the American Statistical Association. 116: 382-391
Dempsey W, Liao P, Kumar S, et al. (2020) THE STRATIFIED MICRO-RANDOMIZED TRIAL DESIGN: SAMPLE SIZE CONSIDERATIONS FOR TESTING NESTED CAUSAL EFFECTS OF TIME-VARYING TREATMENTS. The Annals of Applied Statistics. 14: 661-684
Carpenter SM, Menictas M, Nahum-Shani I, et al. (2020) Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science. Current Addiction Reports. 7: 280-290
Qian T, Klasnja P, Murphy SA. (2020) Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 35: 375-390
Kroska EB, Hoel S, Victory A, et al. (2020) Optimizing an Acceptance and Commitment Therapy Microintervention Via a Mobile App With Two Cohorts: Protocol for Micro-Randomized Trials. Jmir Research Protocols. 9: e17086
Li S, Psihogios AM, McKelvey ER, et al. (2020) Microrandomized trials for promoting engagement in mobile health data collection: Adolescent/young adult oral chemotherapy adherence as an example. Current Opinion in Systems Biology. 21: 1-8
Bidargaddi N, Schrader G, Klasnja P, et al. (2020) Designing m-Health interventions for precision mental health support. Translational Psychiatry. 10: 222
Qian T, Klasnja P, Murphy SA. (2020) Rejoinder: Linear Mixed Models with Endogenous Covariates: Modeling Sequential Treatment Effects with Application to a Mobile Health Study Statistical Science. 35: 400-403
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