Using descriptive statistics, we compared and contrasted different categories of sample units with respect to the desired characteristics.
We believe the samples with 1 h sonication have presence of more crystalline mixed phases when compared to the other categories of samples.
More importantly, it has been found that the XRD pattern of HKUST-1, sonicated for an hour, showed the well-defined characteristic peaks at 12.7°, 16.3°, 20°, and 24°, which is not present with the other categories of samples.
To determine if increasing methylation of any of the selected genes was seen across three categories of samples: normal, benign and malignant, two types of analyses were considered.
The test study consisted of 547 patient samples (a subset of 309 CRCs and normals with complete SEPT9 measurement was used as a test set) collected at 14 sites and included similar clinical categories of samples as used in the training study.
Global FST values for different categories of samples did not change significantly throughout the program (Table 5).
We conducted IBD analyses for all categories of samples (Fig. 5A D), both including and excluding Dosewallips and Duckabush samples.
A permutation test implemented in FSTAT (comparison among groups of samples) was used to test for significant differences in global FST values among categories of samples (original, supplementation hatchery-born and wild-born, see Table 1), with 10 000 permutations.
For this purpose, four clinical sites collected 345 samples from four different diagnostic categories of sample donors: DMD patients, BMD patients, healthy controls and asymptomatic female carriers (Fig 1A, Table 1).
In order to construct this type of model, cost-sensitive and ensemble learning [ 21, 22] has taken the various misclassification costs of different categories of samples and the class imbalance into account and achieved superior performance.
