Alan Hubbard

Publications

Implicit bias in Critical Care Data: Factors affecting sampling frequencies and missingness patterns of clinical and biological variables in ICU Patients

Seraphina Shi; Alan Hubbard; Nicholas Fong; Romain Pirracchio
Journal Article, 2024

HAL-based Plugin Estimation of the Causal Dose-Response Curve

Seraphina Shi; Wenxin Zhang; Alan Hubbard; Mark van der Laan
Journal Article, 2024

Estimating the effect of realistic improvements of metformin adherence on COVID-19 mortality using targeted machine learning

Sky Qiu; Alan Hubbard; Juan Pablo Gutiérrez; Ganesh Pimpale; Arturo Juárez-Flores; Rakesh Ghosh; Iván de Jesús Ascencio-Montiel; Stefano M Bertozzi
Journal Article, 2024

Bridging Binarization: Causal Inference with Dichotomized Continuous Treatments

Kaitlyn Lee; Alan Hubbard; Alejandro Schuler
Journal Article, 2024

Can drinking water, sanitation, handwashing, and nutritional interventions reduce antibiotic use in young children?

Ayse Ercumen; Andrew Mertens; Zachary Butzin-Dozier; Da Kyung Jung; Shahjahan Ali; Beryl S. Achando; Gouthami Rao; Caitlin Hemlock; Amy J. Pickering; Christine P. Stewart; Sophia T. Tan; Jessica A. Grembi; Jade Benjamin-Chung; Marlene Wolfe; Gene G. Ho; Md. Ziaur Rahman; Charles D. Arnold; Holly N. Dentz; Sammy M Njenga; Dorie Meerkerk; Belinda Chen; Maya Nadimpalli; Mohammad Aminul Islam; Alan Hubbard; Clair Null; Leanne Unicomb; Mahbubur Rahman; John M. Colford Jr; Stephen P. Luby; Benjamin F. Arnold; Audrie Lin
Journal Article, 2024

A cluster-randomized trial of water, sanitation, handwashing and nutritional interventions on stress and epigenetic programming

Andrew Mertens; Alan Hubbard; Audrie Lin; Md. Ziaur Rahman; Sophia T. Tan; Dora Il’yasova; Ivan Spasojevic; Shahjahan Ali; Christine P. Stewart; Lia C. H. Fernald; Lisa Kim; Liying Yan; Ann Meyer; Md. Rabiul Karim; Sunny Shahriar; Gabrielle Shuman; Benjamin F. Arnold; Syeda L. Famida; Salma Akther; Md. Saheen Hossen; Palash Mutsuddi; Abul K. Shoab; Idan Shalev; Mahbubur Rahman; Leanne Unicomb; Christopher D. Heaney; Patricia Kariger; John M. Colford Jr.; Stephen P. Luby; Douglas A. Granger
Journal Article, 2024

Application of machine learning methodology to assess the performance of DIABETIMSS program for patients with type 2 diabetes in family medicine clinics in Mexico

Yue You; Svetlana V. Doubova; Diana Pinto-Masis; Ricardo Pérez-Cuevas; Víctor Hugo Borja-Aburto; Alan Hubbard
Journal Article, 2019
All publications