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Genomic imprinting and maternal effects are two epigenetic factors that have been increasingly explored for their roles in the etiology of complex diseases. This is part of a concerted effort to find the "missing heritability." Accordingly,…

应用统计 · 统计学 2013-04-18 Jingyuan Yang , Shili Lin

Regression discontinuity design (RDD) is a quasi-experimental approach to study the causal effects of an intervention/treatment on later health outcomes. It exploits a continuously measured assignment variable with a clearly defined cut-off…

应用统计 · 统计学 2024-06-28 Maja Popovic , Daniela Zugna , Lorenzo Richiardi

Bias in medical AI is often framed as a problem of representation. However, in image-based tasks such as fetal ultrasound, performance disparities can arise even when representation is adequate, because predictive accuracy depends strongly…

The present study aimed to improve upon the existing correlational literature on the parenthood penalty in Russia. An instrumental variables approach based on sibling sex composition and multiple births was employed alongside…

综合经济学 · 经济学 2025-06-16 Vadim Ustyuzhanin

A number of studies have indicated a potential association between prenatal exposure to radiation and late mental disabilities. This is believed to be due to long-term developmental changes and functional impairment of the central nervous…

神经元与认知 · 定量生物学 2024-04-30 Karolina Kulis , Sarah Baatout , Kevin Tabury , Joanna Polanska , Mohammed Abderrafi Benotmane

A growing area of research in epidemiology is the identification of health-related sibling spillover effects, or the effect of one individual's exposure on their sibling's outcome. The health and health care of family members may be…

统计方法学 · 统计学 2021-05-06 David C. Mallinson , Felix Elwert

Historically, females were excluded from clinical research due to their reproductive roles, hindering medical understanding and healthcare quality. Despite guidelines promoting equal participation, females are underrepresented in exercise…

其他定量生物学 · 定量生物学 2024-04-16 Abbey E. Corson , Meaghan MacDonald , Velislava Tzaneva , Chris M. Edwards , Kristi B. Adamo

Preterm labor is the leading cause of neonatal morbidity and mortality and has attracted research efforts from many scientific areas. The inter-relationship between uterine contraction and the underlying electrical activities makes uterine…

机器学习 · 计算机科学 2020-07-06 Jinshan Xu , Zhenqin Chen , Yanpei Lu , Xi Yang , Alain Pumir

In the evolving world, we require more additionally the young era to flourish and evolve into developed land. Most of the population all around the world are unaware of the complications involved in the routine they follow while they are…

机器学习 · 计算机科学 2023-12-08 S. Nandini , Sanjjushri Varshini R

We investigate how parenthood and marriage (two major life events) reshape urban mobility patterns, an aspect overlooked in traditional `average citizen' mobility models. Leveraging US census data, we analyse whether these life transitions…

物理与社会 · 物理学 2026-04-14 Mariana Macedo , Ronaldo Menezes , Alessio Cardillo

Background and Objective: Breast cancer, which accounts for 23% of all cancers, is threatening the communities of developing countries because of poor awareness and treatment. Early diagnosis helps a lot in the treatment of the disease. The…

定量方法 · 定量生物学 2020-11-24 Hamza Saad , Nagendra Nagarur

Introduction: Accounting for missing data by imputing or weighting conditional on covariates relies on the variable with missingness being observed at least some of the time for all unique covariate values. This requirement is referred to…

应用统计 · 统计学 2025-10-16 Paul N Zivich , Bonnie E Shook-Sa , Stephen R Cole , Eric T Lofgren , Jessie K Edwards

This paper considers the practically important case of nonparametrically estimating heterogeneous average treatment effects that vary with a limited number of discrete and continuous covariates in a selection-on-observables framework where…

计量经济学 · 经济学 2019-08-26 Michael Zimmert , Michael Lechner

COVID-19 pandemic is an ongoing global pandemic which has caused unprecedented disruptions in the public health sector and global economy. The virus, SARS-CoV-2 is responsible for the rapid transmission of coronavirus disease. Due to its…

The literature documents the effects of the pandemic on birthrate, birthweight, and pregnancy complications. This study contributes to this growing body of research by examining multiple facets of the phenomenon. Using the 2012-2022…

综合经济学 · 经济学 2025-05-22 Maysam Rabbani , Zahra Akbari

Health outcomes depend on complex environmental and sociodemographic factors whose effects change over location and time. Only recently has fine-grained spatial and temporal data become available to study these effects, namely the MEDSAT…

机器学习 · 计算机科学 2025-01-07 Ishaan Maitra , Raymond Lin , Eric Chen , Jon Donnelly , Sanja Šćepanović , Cynthia Rudin

Studies have shown that exposure to air pollution, even at low levels, significantly increases mortality. As regulatory actions are becoming prohibitively expensive, robust evidence to guide the development of targeted interventions to…

应用统计 · 统计学 2018-02-20 Kwonsang Lee , Dylan S. Small , Francesca Dominici

The neonatal intensive care unit (NICU) experience is known to be one of the most crucial factors that drive preterm infant's neurodevelopmental and health outcomes. It is hypothesized that stressful early life experience of very preterm…

统计方法学 · 统计学 2019-10-10 Zhe Sun , Wanli Xu , Xiaomei Cong , Gen Li , Kun Chen

This paper aims to assess the effects of industrial pollution on infant mortality between the years 1850-1940 using full count decennial censuses. In this period, US economy experienced a tremendous rise in industrial activity with…

综合经济学 · 经济学 2021-01-12 Nahid Tavassoli , Hamid Noghanibehambari , Farzaneh Noghani , Mostafa Toranji

Exposure to environmental pollutants during the gestational period can significantly impact infant health outcomes, such as birth weight and neurological development. Identifying critical windows of susceptibility, which are specific…

应用统计 · 统计学 2024-08-19 Yisen Jin , Aaron J. Molstad , Ander Wilson , Joseph Antonelli