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Epidemiology (Cambridge, Mass.)|August 16, 2024
Pseudo-random Number Generator Influences on Average Treatment Effect Estimates Obtained with Machine LearningAshley I Naimi, Ya-Hui Yu, Lisa M BodnarObstetrics and Gynecology|February 7, 2020
Association of Overweight and Obesity Development Between Pregnancies With Stillbirth and Infant Mortality in a Cohort of Multiparous WomenYa-Hui Yu, Lisa M Bodnar, Katherine P Himes, et al.American Journal of Epidemiology|May 22, 2019
Comparison of Parametric and Nonparametric Estimators for the Association Between Incident Prepregnancy Obesity and Stillbirth in a Population-Based Cohort StudyYa-Hui Yu, Lisa M Bodnar, Maria M Brooks, et al.The American Journal of Clinical Nutrition|July 13, 2025
Heterogeneity in the association between a dietary pattern high in fat, sugar, and sodium and adverse pregnancy outcomes by maternal characteristics: a United States pregnancy cohort studyLisa M Bodnar, Sharon I Kirkpatrick, Ya-Hui Yu, et al.Epidemiology (Cambridge, Mass.)|August 15, 2025
Algorithm Selection for Estimating Causal Effects: An example using the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers to BeZhaohua Zeng, Lisa M Bodnar, Ashley I NaimiAnnals of Epidemiology|April 30, 2023
Does heterogeneity underlie differences in treatment effects estimated from SuperLearner versus logistic regression? An application in nutritional epidemiologyJulie M Petersen, Ashley I Naimi, Lisa M BodnarAnnals of Epidemiology|January 27, 2020
Visualization tool of variable selection in bias-variance tradeoff for inverse probability weightsYa-Hui Yu, Kristian B Filion, Lisa M Bodnar, et al.American Journal of Epidemiology|July 16, 2021
AIPW: An R Package for Augmented Inverse Probability-Weighted Estimation of Average Causal EffectsYongqi Zhong, Edward H Kennedy, Lisa M Bodnar, et al.The Journal of Nutrition|May 31, 2022
Equal Weighting of the Healthy Eating Index-2010 Components May Not be Appropriate for PregnancyJulie M Petersen, Ashley I Naimi, Sharon I Kirkpatrick, et al.The British Journal of Nutrition|May 18, 2026
From Single Conventional Regression to Ensemble Modeling: Relative Importance of the Healthy Eating Index-2015 Components in Relation to Adverse Pregnancy OutcomesJulie M Petersen, Lisa M Bodnar, Sharon I Kirkpatrick, et al.Pageof 31