Fig. 1.

Framework of analytical strategies for multiple phenotype assessment. *Year of these publications corresponds to a literature review describing this family of methods. Legend: BGSMTR: Bayesian group sparse multi-task regression model; CCA: Canonical Correlation Analysis; GLM: General Linear Model; ICA: Independent Component Analysis; ICA-MFA: Independent Multiple Factor Association Analysis for Multiblock Data; L2R2: Bayesian longitudinal low-rank regression; LMM: Linear Mixed Model; MANOVA: Multivariate Analysis of Variance; MFA; Multiple Factor Analysis; PCA: Principal Component Analysis; sRRR: sparse Reduced Rank Regression. This schematic representation was created with Biorender (©BioRender - biorender.com).