Cluster-Partial Least Squares (c-PLS) regression analysis: Application to miRNA and metabolomic data
Julia Kuligowski, Álvaro Pérez-Rubio, Marta Moreno‐Torres, Polina Soluyanova, Judith Pérez‐Rojas, Iván Rienda, David Pérez-Guaita, Eugenia Pareja, Ramón Trullenque Juan, José V. Castell, Marcha Verheijen, Florian Caiment, Ramiro Jover, Alfonso Quintás‐Cardama
Topics & Concepts
Partial least squares regressionMetabolomicsFeature selectionMultivariate statisticsIdentification (biology)Computational biologyMultivariate analysisBiological dataData miningChemistryComputer scienceBioinformaticsArtificial intelligenceMachine learningBiologyBotanyMetabolomics and Mass Spectrometry StudiesStatistical Methods and InferenceMicroRNA in disease regulation