Strategies to investigate and mitigate collider bias in genetic and Mendelian randomisation studies of disease progression

RE Mitchell, AE Hartley, VM Walker, A Gkatzionis… - PLoS …, 2023 - journals.plos.org
Genetic studies of disease progression can be used to identify factors that may influence
survival or prognosis, which may differ from factors that influence on disease susceptibility …

Selection mechanisms and their consequences: understanding and addressing selection bias

LH Smith - Current Epidemiology Reports, 2020 - Springer
Abstract Purpose of Review Epidemiologic research is rarely based on a random sample of
a well-defined target population. We used causal directed acyclic graphs to demonstrate the …

Correcting for collider effects and sample selection bias in psychological research.

SJ Lamp, DP MacKinnon - Psychological Methods, 2024 - psycnet.apa.org
Colliders, variables that serve as a common outcome of an independent and dependent
variable, pose a major challenge in psychological research. Collider variables can induce …

In utero aspirin exposure and child neurocognitive development: A propensity score‐matched analysis

J Zhu, Y Gan, C Yang, W Gu, Y Wang… - … Journal of Obstetrics …, 2024 - Wiley Online Library
Objective To evaluate the association between a short‐period, high‐dose in utero aspirin
exposure and child neurocognitive development. Design A propensity score‐matched …

Combining broad and narrow case definitions in matched case-control studies: Firearms in the home and suicide risk

T Ye, K Chen, DS Small - Journal of the American Statistical …, 2024 - Taylor & Francis
Does having firearms in the home increase suicide risk? To test this hypothesis, a matched
case-control study can be performed, in which suicide case subjects are compared to living …

大数据背景下观察性研究中对照选择的方法学进展

王胜锋, 詹思延 - 中华疾病控制杂志, 2021 - zhjbkz.ahmu.edu.cn
对照选择作为流行病学研究设计的核心, 伴随健康医疗大数据研究的日益增多,
其策略在不断丰富和完善, 不同策略潜在影响的估计方法也在不断提出和推广 …

Bounds for selection bias in causal inference

S Zetterström - 2024 - diva-portal.org
The bounds discussed in this thesis are valid for causal effects measured on a difference or
ratio scale. The bounds can be used in different situations depending on the knowledge …

[图书][B] Controlled Epidemiological Studies

M Reilly - 2023 - taylorfrancis.com
This book covers classic epidemiological designs that use a reference/control group,
including case-control, case-cohort, nested case-control and variations of these designs …

[PDF][PDF] Sensitivity analysis and E-values: Unmeasured confounding, measurement error

MB Mathur, LH Smith - files.osf.io
“With an observed risk ratio of 10.73, unmeasured confounder (s) that were associated with
both the outcome and the exposure by a risk ratio of 21-fold each, above and beyond the …

Effect of Body Mass Index, Testosterone, and Insulin on Breast Cancer: A Mendelian Randomization Study and Investigation of Selection Bias

K Fei - 2022 - academicworks.cuny.edu
BACKGROUND: Female breast cancer is the most studied cancer, and the second leading
cause of cancer death in women, whose aetiology is still not completely clear. The parallel …