Exact(1)
The genetic maps of the four parents of the two populations were constructed using double pseudo test cross methodology [ 55] and JoinMap v3.0 software [ 56] based on the SNP data for the individuals in each population.
Similar(59)
QTLs (quantitative trait loci) in pigs are generally detected with the F2 design [ 1, 2] because the power of detection using the line-cross methodology is greater than that using within-population data [ 3, 4].
While the cross entropy methodology has been applied to a fair number of combinatorial optimization problems with a single objective, its adaptation to multiobjective optimization has been sporadic.
Comparison of our neural network to models proposed in the recent literature as well as other statistical techniques using a 10-fold cross validation methodology shows that the neural networks do a much better job of predicting in this setting.
The latter consists of three steps: producing two rankings, one for the full term and one for the preterm neonates, of the channel combinations; selecting the channels that appear most often in the top channel combinations; and validating these selections with a cross validation methodology.
The algorithm is first validated on known protein-term associations by a 5-fold cross validation methodology.
Our cross sectional methodology could not be used to provide information on whether patients were undergoing a trial of second alternative antipsychotic drug (switching) or not.
Given the small size of the data set (51 patients), we used the leave-one-out cross validation methodology, constructing logistic regression models to predict the grade of each patient, and training each model using the other patients.
In 2009, six member countries of the "Partnership for European Research in Occupational Safety and Health (PEROSH)", a joint collaboration of European institutes on research and development in occupational safety and health, formed a project group on "Survey development and cross culture methodology": Spain, the Netherlands, Finland, Norway, Denmark and Germany.
Apart from the EWCS study, we have mainly analysed surveys from the northern and western European countries based on our restriction to studies carried out in the member countries of the PEROSH group "Survey development and cross culture methodology" with Spain as the only country from southern Europe.
From the methodological point of view, we used the "leave-one-out cross-validation" methodology to study how sensitive is the proposed method to detect known Wnt/β-catenin pathway target genes.
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