activity
20242026
collaborators

5 papers

stat.ME2026

Exploration, Confirmation, and Replication in the Same Observational Study: A Two Team Cross-Screening Approach to Studying the Effect of Unwanted Pregnancy on Mothers' Later Life Outcomes

Samrat Roy, Marina Bogomolov, Ruth Heller +3

The long term consequences of unwanted pregnancies carried to term on mothers have not been much explored. We use data from the Wisconsin Longitudinal Study (WLS) and propose a nov…

stat.AP2025

Beyond the ACE Score: Replicable Combinations of Adverse Childhood Experiences That Worsen Depression Risk

Ruizhe Zhang, Jooyoung Kong, Dylan S. Small +1

Adverse childhood experiences (ACEs) are categories of childhood abuse, neglect, and household dysfunction. Screening by a single additive ACE score (e.g., a cutoff) has po…

stat.AP2025

Protocol For An Observational Study On The Effects Of Combinations Of Adverse Childhood Experiences On Adult Depression

Ruizhe Zhang, Jooyoung Kong, Dylan S. Small +1

Adverse childhood experiences (ACEs) have been linked to a wide range of negative health outcomes in adulthood. However, few studies have investigated what specific combinations of…

stat.ME2025

Planning for gold: Hypothesis screening with split samples for valid powerful testing in matched observational studies

William Bekerman, Abhinandan Dalal, Carlo del Ninno +1

Observational studies are valuable tools for inferring causal effects in the absence of controlled experiments. However, these studies may be biased due to the presence of some rel…

stat.AP2024

Protocol for an Observational Study on the Effects of Paternal Alcohol Use Disorder on Children's Later Life Outcomes

William Bekerman, Marina Bogomolov, Ruth Heller +4

The harmful effects of growing up with a parent with an alcohol use disorder have been closely examined in children and adolescents, and are reported to include mental and physical…