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To generate numbers that are truly random requires a source of entropy, or disorder, outside the computer itself.
Similarly with the case of synchronous changes, RANDOM requires 150 additional epochs to converge compared to EXPLOITATION.
Our model shows that not assuming an explicit mechanism for susceptibility (Random) requires that both transmission parameters are much higher than for the other mechanisms.
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The question remained: is the initial infection random, requiring damage or does it use the adenovirus fiber-knob or another receptor?
Once activated, transposition is relatively random, requiring only a target TA dinucleotide integration site and exhibiting some bias toward "jumping" in cis, i.e., within the same chromosome (Keng et al. 2005; Carlson et al. 2003; Horie et al. 2003).
Like most observational studies, recruitment is non-random, requiring assessment of potential biases and confounders prior to considering the internal and external validity of any findings.
Adjustment for random error requires specification of a random error distribution for the data-generating process.
In addition, maximum likelihood estimation of mixture models with random effects requires numerical integration, with each random effect with a non-0 level-2 variance contributing 1 dimension of integration (33, 34).
Piecing together a random mosaic requires the help of a professional.
First developed in the 1940s by George Gallup, the father of modern polling, random sampling requires hours of costly legwork by an army of specially trained pollsters.
Active cancellation of broadband random noise requires the detection of the incoming noise with some time advance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com