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mixOmics

| Omics Data Integration Project

  • Getting Started
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    • Install
    • Selecting your Method
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    • Webinars
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    • Bookdown
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    • Key Concepts
      • Distance Metrics
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    • Single Omics
      • (s)PCA
      • (s)IPCA
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    • N-Integration – two omics
      • (s)PLS
      • (r)CCA
    • N-Integration – multi-Omics
      • Multi-Omics N-Integration Methods
      • DIABLO
      • Multiblock (s)PLS
    • P-integration
      • MINT
    • mixMC
      • mixMC Preprocessing
      • mixMC Methodology
  • Our Plots
    • Sample Plots
      • plotIndiv()
      • plotArrow()
    • Variable Plots
      • plotVar()
      • biplot()
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      • cim()
      • circos()
  • Case Studies
    • Single Omics
      • sPCA Multidrug Case Study
      • sPLSDA SRBCT Case Study
      • sIPCA Liver Toxicity Case Study
    • N-Integration – two omics
      • sPLS Liver Toxicity Case Study
      • rCCA Nutrimouse Case Study
    • N-Integration – multi-Omics
      • DIABLO TCGA Case Study
      • Multiblock sPLS Gastrulation (Single Cell) Case Study
      • More DIABLO Examples
    • P-integration
      • MINT Stem Cells Case Study
      • MINT Microbial Case Study
    • mixMC
      • Koren Bodysites Case Study
      • HMP Bodysites Case Study
      • mixMC/mixKernel Tara Ocean Case Study
    • Multilevel
      • Multilevel Vac18 Case Study
      • Multilevel Liver Toxicity Case Study
    • Cases where the methods fail
      • Gastrulation Multiblock sPLS Case Study (Inappropriate data)
      • SRBCT sPLS-DA Case Study (Permuted Labels)
  • About
    • Citing mixOmics
    • The Team
    • Acknowledgements
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MixOmicsFrameworks

Posted on November 8, 2021 Full size 2674 × 2480

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Published inWelcome to mixOmics!

resources

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  • Book
  • Forum
  • Webinars
  • Workshops
  • Publications
  • Contact us

Recent Posts

  • mixOmics 6.30.0 on Bioconductor
  • Webinar: PLS methods
  • Webinar: Time-course multi-omics integration
  • [open] Self-paced online course Feb 24 – April 11, 2025
  • Webinar: Φ-Space for continuous phenotyping of single-cell multi-omics data
  • Bluesky
  • X
  • GitHub
  • Getting Started
    • The mixOmics package
    • Install
    • Selecting your Method
  • News
  • Workshops
  • Resources
    • Webinars
    • Forum
    • Book
    • Bookdown
    • FAQ
    • Glossary
    • Common Issues and Errors
    • Publications
  • Our Methods
    • Key Concepts
      • Distance Metrics
      • Multilevel
      • Missing Values
    • Single Omics
      • (s)PCA
      • (s)IPCA
      • (s)PLS-DA
    • N-Integration – two omics
      • (s)PLS
      • (r)CCA
    • N-Integration – multi-Omics
      • Multi-Omics N-Integration Methods
      • DIABLO
      • Multiblock (s)PLS
    • P-integration
      • MINT
    • mixMC
      • mixMC Preprocessing
      • mixMC Methodology
  • Our Plots
    • Sample Plots
      • plotIndiv()
      • plotArrow()
    • Variable Plots
      • plotVar()
      • biplot()
      • plotLoadings()
      • network()
      • cim()
      • circos()
  • Case Studies
    • Single Omics
      • sPCA Multidrug Case Study
      • sPLSDA SRBCT Case Study
      • sIPCA Liver Toxicity Case Study
    • N-Integration – two omics
      • sPLS Liver Toxicity Case Study
      • rCCA Nutrimouse Case Study
    • N-Integration – multi-Omics
      • DIABLO TCGA Case Study
      • Multiblock sPLS Gastrulation (Single Cell) Case Study
      • More DIABLO Examples
    • P-integration
      • MINT Stem Cells Case Study
      • MINT Microbial Case Study
    • mixMC
      • Koren Bodysites Case Study
      • HMP Bodysites Case Study
      • mixMC/mixKernel Tara Ocean Case Study
    • Multilevel
      • Multilevel Vac18 Case Study
      • Multilevel Liver Toxicity Case Study
    • Cases where the methods fail
      • Gastrulation Multiblock sPLS Case Study (Inappropriate data)
      • SRBCT sPLS-DA Case Study (Permuted Labels)
  • About
    • Citing mixOmics
    • The Team
    • Acknowledgements
    • Contact us
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