timeOmics
Introduction | Start | Installation | Lastest Bioconductor Release | Lastest Github version | Load the package | Useful package to run this vignette | Required data | Data preprocessing | Platform-specific | Time-specific | Time Modelling | lmms example | Profile filtering | Single-Omic longitudinal clustering | Principal Component Analysis | Longitudinal clustering | A word about the multivariate models | Plot PCA longitudinal clusters | sparse PCA | keepX optimization | multi-Omics longitudinal clustering | Projection on Latent Structures (PLS) | Ncomp and Clustering | Signature with sparse PLS | Multi-block (s)PLS longitudinal clustering | Signature with multi-block sparse PLS | Post-hoc evaluation | References