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The second one is a priority vector that is selected with having the highest degree of membership in the aggregated membership function (4).
We force f i to choose "ALT" with a probability of 1 (select a SNP j with a probability of 1 − P i (j ) and replace it by another SNP j ′ that is selected with probability 1 − P i (j ′)).
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Step 3: biological interpretation: the final aim of the analysis is to evaluate the biological relevance of the p* genes that were selected with the different variable selection methodologies (1), (2) or (3).
Moreover, the fitted values of τ are almost perfectly proportional to the fraction of the population that was selected, with a value of τ ≈ 0.03 corresponding to the selection of 5% of the population that was used during the evolutionary runs.
Figure 2 R2 as a function of the number of descriptors that were selected with stepwise regression.
They represented a base of 22 fairs sampled in 2011 that were selected with predetermined criteria and supplemented with 18 fairs randomly sampled in 2012 (9 ).
In the first stage of sampling, primary sampling units are schools that are selected with a probability proportional to their enrolment size.
It uses explicit, systematic methods that are selected with a view to minimising bias, thus providing reliable findings from which conclusions can be drawn and decisions made.
The final discriminant model with six latent factors that was built for 265 variables that were selected with the bootstrap VIP-PLS-DA procedure presented average AUC values of 0.996 and 0.970 for the model and test set, respectively.
ML analyses (100 bootstrap replicates) were conducted using the Linux version of Phyml v2.4.4 [ 56], applying substitution models that were selected with ModelGenerator (gamma distribution with four rate categories)[ 57].
The reviews use explicit systematic methods that are selected with a view to minimising bias. 2 The identification of all the potentially eligible trials has been described as 'the most fundamental challenge' of preparing systematic reviews.
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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