Learning optimal dynamic treatment regimes from longitudinal data

NT Williams, KL Hoffman, I Díaz… - American Journal of …, 2024 - academic.oup.com
Investigators often report estimates of the average treatment effect (ATE). While the ATE
summarizes the effect of a treatment on average, it does not provide any information about …

SSRI use during acute COVID-19 infection associated with lower risk of long COVID among patients with depression

Z Butzin-Dozier, Y Ji, S Deshpande, E Hurwitz, J Coyle… - medRxiv, 2024 - medrxiv.org
Background Long COVID, also known as post-acute sequelae of COVID-19 (PASC), is a
poorly understood condition with symptoms across a range of biological domains that often …

Treatment heterogeneity of water, sanitation, hygiene, and nutrition interventions on child growth by environmental enteric dysfunction and pathogen status for young …

Z Butzin-Dozier, Y Ji, J Coyle, I Malenica… - PLOS Neglected …, 2025 - journals.plos.org
Background Water, sanitation, hygiene (WSH), nutrition (N), and combined (N+ WSH)
interventions are often implemented by global health organizations, but WSH interventions …

SSRI use during acute COVID-19 and risk of long COVID among patients with depression

Z Butzin-Dozier, Y Ji, S Deshpande, E Hurwitz… - BMC medicine, 2024 - Springer
Background Long COVID, also known as post-acute sequelae of COVID-19 (PASC), is a
poorly understood condition with symptoms across a range of biological domains that often …

[КНИГА][B] Development and Application of the Experiment-Selector Cross-Validated Targeted Maximum Likelihood Estimator

LEE Dang - 2023 - search.proquest.com
This dissertation encompasses the development and application of the experiment-selector
cross-validated targeted maximum likelihood estimator (ES-CVTMLE) for analyzing hybrid …

[ОПИСАНИЕ][C] eScholarship@ UMassChan

Z Butzin-Dozier, Y Ji, S Deshpande