Alan Hubbard

Publications

Using Machine Learning to Identify Subgroups with the Highest Expected Benefit in a 1 Population-based Water, Sanitation, Handwashing, and Nutrition Intervention

Caitlin Hemlock; Laura H Kwong; Lia C. H. Fernald; Alan Hubbard; John M Colford; Fahmida Tofail; Mahbubur Rahman; Sarker Parvez; Stephen P Luby; Andrew Mertens
Journal Article, 2025

Deconstructing the (un)affordability of clean cooking fuels through a randomized trial in rural Tanzania

Annelise Gill-Wiehl; Isha Ray; Robert Katikiro; Daniel M. Kammen; Alan Hubbard
Journal Article, 2025

Targeted Learning Estimation of Sampling Variance for Improved Inference

Yunwen Ji; Mark van der Laan; Alan Hubbard
Journal Article, 2025

Associations between floor material and E. coli contamination in rural Bangladeshi households

Sumaiya Tazin; Mahfuza Islam; Amy J Pickering; Laura H Kwong; Andrew Mertens; Caitlin Niven; Benjamin F Arnold; Alan Hubbard; Mahfuja Alam; Debashis Sen; Sharmin Islam; Mahbubur Rahman; Leanne Unicomb; Stephen P Luby; John M Colford; Jade Benjamin-Chung; Ayse Ercumen
Journal Article, 2025

Knowledge and attitudes of commercial motorcyclists on personal protective equipment in the crisis-affected Limbe and Tiko Health Districts of Cameroon toward injury prevention: A formative research study for a health education intervention

Chrisantus Eweh Ukah; Nicholas Tendongfor; Alan Hubbard; Elvis A. Tanue; Rasheedat Oke; Nahyeni Bassah; Sandra I. McCoy; Larissa Kumenyuy Yunika; Claudia Ngeha Ngu; Rebecca Hemono; S. Ariane Christie; Dickson S. Nsagha; Alain Chichom-Mefire; Catherine Juillard
Journal Article, 2025

Prognostic adjustment with efficient estimators to unbiasedly leverage historical data in randomized trials

Lauren D. Liao; Emilie Højbjerre-Frandsen; Alan Hubbard; Alejandro Schuler
Journal Article, 2025

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