Mediation analysis of the relationship between institutional research activity and patient survival Methods We investigated the underlying mechanisms using a recently developed method for mediation analysis of survival data. Our analysis of the effect of ... J Rochon,AD Bois,T Lange - 《Bmc Medical ...
SURVIVAL analysis (Biometry)LUNG cancerHAZARDSMediation analysis plays an increasingly crucial role in identifying potential causal pathways between exposures and outcomes. However, there is currently a lack of developed mediation approaches for high-dimensional survival data, particularly when consider...
Zhang H, Zheng Y, Hou L, Zheng C, Liu L. Mediation Analysis for Survival Data with High-Dimensional Mediators. Bioinformatics. 2021. DOI: 10.1093/bioinformatics/btab564. PMID: 34343267; PMCID: PMC8570823 Zhang H, Chen J, Feng Y, Wang C, Li H, Liu L. Mediation effect selection in hig...
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Dr. Atanu Bhattacharjeeis a medical statistician the University of Leicester. He is an expert in the field of medical statistics, with a focus on survival analysis, competing risks, and high-dimensional data. Dr. Bhattacharjee’s research interests include the development of new statistical methods...
Trust in the Internet as a Health Resource Among Older Adults: Analysis of Data from a Nationally Representative Survey Distrust in the Internet as a source of health information remains common among older adults. The influence of this distrust on Internet use for health-rel... DM Zulman,M Ki...
There is an increasing trend of research in mediation analysis for survival outcomes. Such analyses help researchers to better understand how exposure affe... B Shi,X Huang,P Wei 被引量: 0发表: 2022年 ² effect-size measures for mediation analysis.² effect-size measures for mediation analy...
various quantities for causal mediation #' analysis, including average causal mediation effects (indirect effect), #' average direct effects, proportions mediated, and total effect. #' #' @details This is the workhorse function for estimating causal mediation #' effects for a variety of data ...
We also use optional cookies for advertising, personalisation of content, usage analysis, and social media. By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some third parties are outside of the European Economic Area, with...
Mediation analysis with causally ordered mediators using Cox proportional hazards model Causal mediation analysis aims to investigate the mechanism linking an exposure and an outcome. However, studies regarding mediation effects on survival ou... Shu‐Hsien Cho,Yen‐Tsung Huang - 《Statistics in Medicine...