Bioinformatics

Statistical Analysis, including:

  • Univariate (t-test, ANOVA)
  • Multivariate (PCA, PLS-DA, VIP plots)
  • Clustering and visualization tools to create dendrograms and heatmaps as well as to classify based on random forests and SVM)
  • Time-series analysis
  • Pathway analysis
  • Biomarker analysis (ROC curve)