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nipalsMCIA: Flexible Multi-Block Dimensionality Reduction in R via Non-linear Iterative Partial Least Squares.

Autor: Mattessich M; Department of Applied Mathematics, Northwestern University., Reyna J; Center for Autoimmunity and Inflammation, La Jolla Institute for Immunology.; Bioinformatics and Systems Biology PhD Program, University of California, San Diego., Aron E; Program in Computational Biology and Bioinformatics, Yale University., Ay F; Center for Autoimmunity and Inflammation, La Jolla Institute for Immunology.; Bioinformatics and Systems Biology PhD Program, University of California, San Diego.; Department of Pediatrics, University of California, San Diego., Kilmer M; Department of Mathematics, Tufts University., Kleinstein SH; Program in Computational Biology and Bioinformatics, Yale University.; Department of Pathology and Department of Immunobiology, Yale School of Medicine., Konstorum A; Department of Pathology and Department of Immunobiology, Yale School of Medicine.; Center for Computing Sciences, Institute for Defense Analyses.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2024 Jun 10. Date of Electronic Publication: 2024 Jun 10.

A supervised Bayesian factor model for the identification of multi-omics signatures.

Autor: Gygi JP, Konstorum A, Pawar S, Aron E, Kleinstein SH, Guan L

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Sep 27. Date of Electronic Publication: 2023 Sep 27.