KMMDA statistics

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Citations per year

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Associated diseases

Associated diseases

KMMDA specifications


Unique identifier OMICS_09692
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


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  • person_outline Debashis Ghosh <>

Publication for KMMDA

KMMDA in publications

PMCID: 5499862
PMID: 28520864
DOI: 10.1093/gigascience/gix037

[…] to improve statistics of differential expression and abundance of omics datasets, and kernel machine approach for differential expression analysis of mass spectrometry–based metabolomics data (kmmda) [] and metabomxtr [], which deal with the troublesome issue of missing metabolite values, the former through a kernel-based score test and the latter through mixed-model analysis. similarly, […]

PMCID: 3435979
PMID: 22969350
DOI: 10.3390/s120607350

[…] network into optimum equal size clusters., due to the fact that the sensor nodes spend a great proportion of their overall energy in communications, the k-means like minimum mean distance algorithm (kmmda) proposed in [] improves the network lifetime by using the k-means algorithm [] to calculate the minimum mean distance of the nodes as a parameter in ch selection phase. like other centralized […]

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KMMDA institution(s)
Department of Statistics, Pennsylvania State University, University Park, PA, USA; Department of Molecular Toxicology, Pennsylvania State University, University Park, PA, USA; Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA

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