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Using BMA, many potential influences can be included which are suspected to impact the input variable.
While many potential influences on mapping activities exist, their superposition impedes the traceability of the actual influences.
Especially for such key assumptions, an uncertainty assessment that evaluates as many potential influences on the key assumption as possible is adequate.
Due to the large number of potential variable combinations, a Markov Chain Monte Carlo (MCMC) sampler is used that relies on a Metropolis-Hastings algorithm to analyse the model space, the manner of model choice is a birth-death-sampler.12 Using a MCMC sampler facilitates the inclusion of many potential influences only at the expense of computation time.
5 When there are many potential influences co-occurring, identifying independent effects of particular substances on an outcome can be difficult or impossible using conventional observational techniques.
Similar(54)
There are many potential influencing factors that affect the duration of intensive care treatment for patients who have survived multiple trauma.
Although the correlations between time and observational environment were low, they might actually be good in the field of environment and PA because there were many potential influencing factors of PA, such as gender, age, education.
Further, each phenotype has many potential environmental influences (lifestyle, training, diet), thus we hypothesize that a college-age population might have fewer potential confounders (Thompson et al. 2004; Uthurralt et al. 2007; Zoeller et al. 2007).
Although genome-wide gene expression profiling in the postmortem brains may reveal valuable information related to psychiatric disorders, this approach alone is limited in terms of being able to distinguish between changes reflecting the primary disease etiology from those reflecting compensatory mechanisms and many potential confounding influences such as medications and drug use [ 72].
In the current study, the OR for diabetes according to sleep duration/quality increased in subjects without an FHD (Table 2) after adjustment because many potential confounders influenced the results.
For example, adolescents' social media ties within and across networks provide many potential paths of influence.
Related(20)
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