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In our first papers on the topic (see [20, 22, 26]) the systems have not had coefficients different from one.
Goal 2: texture v. Concerning the texture v, among the state-of-the-art methods, the decomposition by the SED model results in the sparsest texture (see Figs. 4 g and 5 h), while the texture images of the ROF, VO, and TVG have more coefficients different from zero.
In RA this strategy identified 349 variables, out of 415, with coefficients different from zero.
Italic, pairwise Spearman coefficients different from zero under a one-sided test (n = 6; p-values <0.05).
In that case, in each exit vector the positions of the coefficients different from zero mark the different possible diagnoses.
Choices of G with average diagonal coefficients different from 1 led to greater estimates of additive variance in the smaller data set.
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The Wald statistic was used to indicate the statistical significance of each fitted logit coefficient (different from zero) corresponding to each independent variable.
Most of the pairs show a DiceP coefficient different from 1 indicating that they tend to exclusively belong to a single pathway (further information are available in Additional file 3).
Applying a normalization to this exit vector in such a way that the sum of their components is one, the value of each coefficient different from zero represents the probability of each one of those diagnoses.
If residuals yield coefficients significantly different from zero, then endogeneity would be an issue.
For unresolved T-F unit, computation of the mixture coefficients is different from resolved.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com