Multiple-step mediation analysis for model 3 (study 2)
Causal mediation analysis with multiple mediators
... with multiple mediators, when earlier mediators may affect later ones, showing that there are many ways in which decomposition can be ...sensitivity analysis approach when a particular subset of the ...
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Causal mediation analysis with multiple mediators
... with multiple mediators, when earlier mediators may affect later ones, showing that there are many ways in which decomposition can be ...sensitivity analysis approach when a particular subset of the ...
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Interventional effects for mediation analysis with multiple mediators
... Without relying on any cross-world assumptions or any assumptions about the causal structure of the mediators, thus allowing U in Figure 4, the results in Table 2 (obtained as detailed in the eAppendix) suggest that, of ...
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Interventional effects for mediation analysis with multiple mediators.
... Without relying on any cross-world assumptions nor any assumptions about the causal structure of the mediators, thus allowing U in Figure 4, the results in Table 2 (obtained as detailed in the eAppendix) suggest that, of ...
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Causal Mediation Analysis With Time-Varying and Multiple Mediators
... for mediation analysis, even with only one single ...sensitivity analysis approaches and there are also alternative stronger assumptions that would allow one to interpret the results without ...
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Personality traits and cyber-attack victimisation : multiple mediation analysis
... SmartPLS 3 software package [33] has been used to analyse the study ...the mediation effects, we must first see if the mediators have significant effect on user’s susceptibility to cyber-attacks ...
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Mediation analysis with missing data through multiple imputation and bootstrap
... in multiple imputation for analyzing MNAR data. Fourth, multiple imputation does not assume a specific model for imputing ...of multiple imputation and bootstrap in SAS also has its own ad- ...
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The Impact of Transformational Leadership on Nurses’ Organizational Commitment: A Multiple Mediation Model
... Keywords: transformational leadership; psychological empowerment; psychological well-being; organizational commitment; nursing sector 1. Introduction Nursing is considered as the central component of the healthcare ...
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Fear of COVID-19, mindfulness, humor, and hopelessness: a multiple mediation analysis
... the mediation roles. First, the measurement model was ...structural model was tested using maximum likelihood estimation in the AMOS Graphics ...goodness-of-fits model in SEM, standard ...
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Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis
... a non-null total e¤ect of the exposure, investigators routinely wish to make infer- ences about the direct (indirect) pathway of the e¤ect of the exposure not through (through) a mediator variable that occurs ...
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A Proposal of Cooking Model and Cooking Step Scheduling Algorithm for Multiple Dishes
... Cooking Model and Cooking Step Scheduling Algorithm for Multiple Dishes Yukiko Matsushima, Nobuo Funabiki, Toru Nakanishi Abstract—Cooking everyday is very hard for busy people such as workers, ...
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On an efficient multiple time step Monte Carlo simulation of the SABR model
... efficient SABR simulation scheme. We have numerically shown the convergence and the stability of the method. In terms of convergence, the mSABR method requires only very few time steps to achieve high accuracy, due to ...
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Workaholism, intensive smartphone use, and the sleep-wake cycle: A multiple mediation analysis
... serial multiple mediation models, depicted in Figure 1. In model 1 we expected that intensive smartphone use and poor sleep quality at night mediate the relationship between workaholism and daytime ...
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Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure
... 1 Figure 3. Bias and 95% confidence intervals for direct and indirect effects. The x axis represents the value 2 of the interaction parameter of the outcome model. The interaction parameter was set at 0, ...
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Functional Mediation Analysis with an Application to Multiple Myeloma and Copy Number Variation Data.
... AFT model is fit, the middle table shows the results when a lognormal AFT model is fit, and the bottom table displays to the results when a Cox model is ...AFT model is ...functional ...
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Generalized interventional approach for causal mediation analysis with causally ordered multiple mediators
... Iloeje, U. H., Yang, H. I., Jen, C. L., Su, J., Wang, L. Y., You, S. L., & Chen, C. J. (2007). Risk and predictors of mortality associated with chronic hepatitis B infection. Clinical Gastroenterology and Hepatology, ...
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A Chain Multiple Mediation Model Linking Strategic, Management, and Technological Innovations to Firm Competitiveness
... factor analysis is implemented with SPSS AMOS software to check the reliability and validity of all measures through structural equation ...chain multiple mediation model linking strategic, ...
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mediation: R package for causal mediation analysis
... package mediation for conducting causal mediation analysis in applied empirical ...Causal mediation analysis is fre- quently used to assess potential causal ...The mediation ...
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A longitudinal multilevel mediation model
... The relationship between age and techno-stressors. Cognitive theories on aging center on cognitive decline (e.g., working memory, processing speed) across the life span [ 28 , 29 ]. Further physical age-related ...
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General approach of causal mediation analysis with causally ordered multiple mediators and survival outcome
... of survival analysis by using Aalen’s additive hazards model and Cox’s proportional 3 .. hazards model.[r] ...
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