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Quantitative analysis on phantom datasets was carried out on unfiltered images.
Diversity analysis of the AfroCancer and NPACT datasets was carried out using the analysis of principal components [7].
Matching between models built during training and evaluating datasets was carried out by log-likelihood ratios (LLRs).
Additionally, the in silico assessment of toxicity of the two datasets was carried out by use of eighty eight (88) toxicity end points predicted by Lhasa's expert knowledge-based system (Derek) [6], showing that only an insignificant proportion of the promising anticancer agents would be likely to show high toxicity profiles.
After the gene discovery process, validation in multiple independent public datasets was carried out.
The analysis of the multiply-imputed datasets was carried out using the micombine command in Stata.
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In order to evaluate the relationships between soil fertility and remotely sensed data, partial least-squares (PLS) and a multiple linear regression (MLR) analysis between these two datasets were carried out.
In Hwang et al. (2014), the downward continuation (for the airborne gravity dataset) and merging of all gravity datasets were carried out in a one-step procedure.
Phylogenetic analyses on concatenated amino-acid datasets were carried out with RAxML and PhyloBayes (PB) v3.2d [78], [78].
Subsequently, additional GLM analyses followed by Tukey's post hoc tests for multiple comparisons inside temporal sub datasets were carried out.
Statistical tests of significance between the two datasets were carried out using R package.
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