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We repeated the tests by separating the negative and positive values to avoid unnecessary complexities arising from the bimodal character of the methylation value distributions.
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To avoid unnecessary complexity of the CCI network, 541 perfectly or partially matched complexes and interactions comprising more than 10 PPIs are shown.
To avoid unnecessary complexity caused by the choice of the upper and lower radii of the fragments, we adopt simpler forms for the smallest and largest fragments than H11, following Guillet et al. (2009): (5 where a1 is the radius of the grain m1 (i.e., the target grain), f = Mej/m1 (shattered fraction of the target grain).
To avoid unnecessary complexity, the six sequences in the preference section were linked to the six combinations of risk presentation in Card 1.
As the differences between MB obtained using simultaneous and independent models were negligible, the independent models should be preferred to avoid unnecessary complexity of the models, and also because the residuals for simultaneously fitted models were not normally distributed.
As a result of the differences between the mean biomasses obtained using independent and simultaneous models being negligible, the independent models should be preferred to avoid unnecessary complexity in the models.
A number of other methods, for example incidence density estimation and Poisson modeling, can be used for the same purpose, but in this paper we concentrate on the survival analysis techniques to avoid unnecessary complexity.
In order to avoid unnecessary complexity and aid transparency the analysis was designed to allow minimal opportunities for bias or error (most inputs are unchanged between comparators) and was simplified where necessary.
CIRCA's world model provides the information required to make real-time performance guarantees, but avoids unnecessary complexity.
Implementing the filtering mechanism in the carrot/amqplib wrapper of OpenStack has advantages of both methods, and avoids unnecessary complexity.
This is also true for the ontology builder; simplifying the real-world may fulfil the needs of an application for which the ontology is built, while avoiding unnecessary complexity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com