Results 31 to 40 of about 23,676,347 (287)
High-Dimensional DNA Methylation Mediates the Effect of Smoking on Crohn’s Disease
Epigenome-wide mediation analysis aims to identify high-dimensional DNA methylation at cytosine–phosphate–guanine (CpG) sites that mediate the causal effect of linking smoking with Crohn’s disease (CD) outcome.
Tingting Wang, Pingtian Xia, Ping Su
doaj +1 more source
Causal Mediation Analysis of Survival Outcome with Multiple Mediators [PDF]
Mediation analyses have been a popular approach to investigate the effect of an exposure on an outcome through a mediator. Mediation models with multiple mediators have been proposed for continuous and dichotomous outcomes. However, development of multimediator models for survival outcomes is still limited.We present methods for multimediator analyses ...
Yen-Tsung, Huang, Hwai-I, Yang
openaire +2 more sources
The results of information technology based on causal mediation analysis.
The results of information technology based on causal mediation analysis.
Jie Gu (607491) +2 more
core +1 more source
Combining Statistical and Causal Mediation Analysis
In this chapter, I argue that mediation analysis practices in social and personality psychology could benefit from the integration of practices from statistical mediation analysis, which is currently commonly implemented in social and personality ...
Amanda Montoya
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Causal mediation effect analysis based on different variable stratification
The purpose of this paper was to introduce the setting method of the three types of variable levels in the causal mediation effect analysis and the implementing calculation method under the condition of stratification by using SAS.
Hu Chunyan, Hu Liangping
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mma: An R Package for Mediation Analysis with Multiple Mediators
Mediation refers to the effect transmitted by mediators that intervene in the relationship between an exposure and a response variable. Mediation analysis has been broadly studied in many fields.
Qingzhao Yu, Bin Li
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ABSTRACT Pediatric gastroenteropancreatic neuroendocrine neoplasms (GEP‐NENs) are extremely rare and clinically heterogeneous. Management has largely been extrapolated from adult practice. This European Standard Clinical Practice Guideline (ESCP), developed by the EXPeRT network in collaboration with adult NEN experts, provides (adult) evidence ...
Michaela Kuhlen +23 more
wiley +1 more source
ABSTRACT Rates of cancer among adolescents and young adults (AYA), age 15–39 years, are increasing. Consequently, radiation oncologists are treating more AYAs who have diagnoses spanning both pediatric and adult practices. Compared to pediatric and older adult patients, AYAs face a unique set of challenges.
Hesham Elhalawani +7 more
wiley +1 more source
IntroductionThe gut microbiota (GM) influences the occurrence and progression of lung cancer (LC), with potential involvement of immune cells (IC).
Zhiting Chen +6 more
doaj +1 more source
Direct and Indirect Effects under Sample Selection and Outcome Attrition
This paper extends the evaluation of direct and indirect treatment effects, i.e., mediation analysis, to the case that outcomes are only partially observed due to sample selection or outcome attrition. We assume sequential conditional independence of the
Martin Huber, Anna Solovyeva
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