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The data under examination covers prior-university academic capability, demographic and degree enrollment details.
The algorithm encodes information of data under examination as a graph, where the weight of each edge is evaluated by both natural distance and class similarity.
It is shown that a 2-state HOHMM-based model best captures the empirical characteristics of the temperature data under examination on the basis of various error-based and information-criterion metrics.
In the first iteration, one seeks a best allocation of the novel sequence to a node of the classification tree T that explains most of the (weighted) mutations relative to rCRS and subsequently searches for a closest representative beyond this ancestral sequence in the total database (including the new data under examination).
Multiple scores are usually combined using ad hoc considerations that are specific to the data under examination.
In fact, with the latter the choice of the parameter k is critical, and every method needs to estimate k from the data under examination, typically using empirical measurements [ 4].
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The fact that QLT followed by QPN seems to perform better than either QLT or QPN alone suggest that it is advantageous to separate the normalization into two steps that independently deals with the linear and nonlinear variations that may be present in the data set under examination.
For the data sets under examination, we found SSA and MTM to be the most useful.
The appearance of life after the formation of the Earth is consistent with the data set under examination.
Widely used substitution models for proteins, such as the Jones-Taylor-Thornton (JTT) or Whelan and Goldman (WAG) models, are based on empirical amino acid interchange matrices estimated from databases of protein alignments that incorporate the average amino acid frequencies of the data set under examination (e.g JTT + F).
Because in the case under examination data were collected from a series of studies conducted by several researchers operating independently, the choice to use the random-effects model was more justified than the fixed-effect model, as further specified in the next two sections.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com