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To investigate factors associated with bone mineral density (BMD) in type 1 diabetes by classic statistic and artificial neural networks.
The aim of the current study was to investigate, in a homogeneous sample of type 1 diabetic patients, the factors associated with low BMD by using ANNs and the classic statistic approach.
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Song et al. [ 26] extended a variant of the classic alignment-free statistic, D2, to perform assembly-free phylogenetic reconstructions.
The GSEA parameters used were as follows: metric = signal to noise; permutation number = 1,000; gene size minimum = 15; gene size maximum = 500; enrichment statistic = classic; permutation type = phenotype.
2) The classic two-sample t-statistic (Z ij ) is calculated as the standardized difference of t ij between disease and control groups.
In the case of contamination, the (E_k) test statistic based on classic estimators is deteriorated.
The enrichment analysis was performed with the R package topGO using the classic method and fisher test statistic.
For clean sample data, test statistic (E_{k1}) based on classic estimators is close to 1.
The results for normal and non-normal multivariate data in Tables 1 and 2 are similar and can be summarized as follows: For clean sample data, test statistic (E_{k1}) based on classic estimators is close to 1.
Extensive experiments over real data show that our method achieves better performance compared with the classic co-occurrence-based methods and statistic-based methods.
"Classic", "weight", and "elim" algorithms with Fisher's statistic were performed.
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