Default Workflow Reference Guide
The default workflow is based on a set of use cases identified (mainly around proteomics and metabolomics, see References). It gathers a set of univariate and multivariate methods, allowing biologists to have a complete view of their data. Indeed, each of these approaches brings a different point of view (as recently discussed in Saccenti et al. 2014): multivariate methods make use of covariances or correlations which reflect the extent of the relationships among the variables whereas univariate methods focus solely on the mean and the variance of a single variable.