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Therein parameter estimation (training) is carried out on a data set from q ∈ {Vienna, Linz, Lyon} of size n e = 500,000.
ANN, GA, and logistic regression analysis were carried out on a data sheet of a previously published article regarding patients presenting to an emergency department with flank pain suspicious for renal colic.
Sensitivity analyses, carried out on a data subset that included antiretroviral regimens commonly used in low to middle income countries, confirmed our findings.
The analysis was carried out on a data set collected at the University of Michigan that included 395 patients.
Phylogenetic analyses were carried out on a data set of 48 fish RH2 opsin sequences from 29 species; species names and accession numbers are provided in Additional file 1: Figure S1.
According to guidelines of developing new instruments [ 38], PCA was carried out on a data set that was gathered by administering the translated items to a group of people considered to be similar to the population that the developed instrument was intended to be used [ 41].
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HCA was carried out on a combined data set including the expression values of all differential genes from Tel slides and those from the Hyp slides.
We further model link discovery as a classification problem carried out on a training data set automatically extracted from two network snapshots taken in two consecutive time duration.
We achieve F measure of 0.6237 under the leave-one-out cross-validation on a data set containing 258 mutations.
In the future, a structure analysis remains to be carried out on a global transcriptome data set in the adult mouse brain because the Atlas data primarily focus on protein-coding transcripts and has limited data on noncoding transcripts.
Similar trends have been observed in other studies, some of which also carried out on HBSC data: a German paper analyzing data collected in the same time frame as ours (2002 2010) shows a strong decrease in the use of psychoactive substances (tobacco, alcohol, and cannabis) by adolescents, but also a clear flattening of the decrease from 2006 to 2010 [ 25].
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