MMiRKAT specifications


Unique identifier OMICS_16692
Alternative name Microbiome Regression-Based Kernel Association Test with Multivariate Outcomes
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License GNU General Public License version 2.0
Computer skills Advanced
Version 1.0
Stability Stable
Maintained Yes


No version available



  • person_outline Jun Chen

Publication for Microbiome Regression-Based Kernel Association Test with Multivariate Outcomes

MMiRKAT institution(s)
Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA; School of Mathematical Sciences, Beijing Normal University, Beijing, China; Department of Biostatistics, Johns Hopkins University, Baltimore, MD, USA; Department of Statistics, North Carolina State University, Raleigh, NC, USA; Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
MMiRKAT funding source(s)
This research was funded by the Gerstner Family Career Development Award, Center for Individualized Medicine, Mayo Clinic, National Institutes of Health grants R01HG007508, U10CA180819 and the Hope Foundation.

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