Exact(7)
Additionally, as is generally the case, the power to detect models with main effects is considerably higher than the purely epistatic model.
GEDT has reasonably high power to detect models of small to moderate effect sizes, even in very small sample sizes as those simulated in the current study.
For example, preliminary data (not shown) shows that as expected, as the number of generations that GEDT is run is increased, the power to detect models also increases.
When MAF equals 0.5, nearly all the methods designed to detect pair-wise epistasis could effectively detect Models 1 3 in various marginal pair-wise effects with no LD effects.
A-MDR evolves from the traditional MDR outputs to the predisposing risk scores and epistasis based network as shown in Figure 2. Another important result of the simulation experiments is the potential of A-MDR to detect models that include genetic heterogeneity.
Keeping in mind that models with a higher EDM are generally easier to detect, models with 2 or 3 edges tend to be the most challenging to detect (lowest median EDM scores), models with 1 or 4 edges are somewhat easier to detect, and models with 5 than 6 edges are, on average, the easiest to detect.
Similar(53)
"With the advent of sophisticated data-processing capabilities (including big data), the big number-crunchers can detect, model and counter all manner of online activities just by detecting the behavioural patterns they see in the data and adjusting their tactics accordingly.
With respect to completeness, the goal is to automatically detect model incompleteness.
Automated reasoning like satisfiability testing allows developers to detect modeling mistakes in the early stages of development.
The probe antibody-conjugated encoded microbeads were employed to detect model proteins to explore their potential in performing a multiplexed bioassay.
In this paper, we develop a mechanism to detect, model and track the shape of a contaminant cloud boundary using air borne sensor swarms.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com