MCMC-SVR statistics

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MCMC-SVR specifications


Unique identifier OMICS_28946
Alternative name Markov Chain Monte Carlo – Support Vector Regression
Software type Toolkit/Suite
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Programming languages MATLAB
License MIT License
Computer skills Advanced
Stability Stable
Maintained Yes


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  • person_outline Wen-Han Yu <>

Publication for Markov Chain Monte Carlo – Support Vector Regression

MCMC-SVR in publication

PMCID: 5931682
PMID: 29677181
DOI: 10.1371/journal.pcbi.1006093

[…] directional weight (dw) was introduced and calculated: dw=p(xi)×dd={1ifcorr(aby,gxi)>0‑1otherwise(9) p(xi) denotes the probability of a sequon being a “determinant” which was obtained from the mcmc-svr model and d represents a direction [1, –1] determined by the covariance matrix between individual glycan occupancy pattern versus the ab fingerprint ()., bayesian mcmc-svr was then extended […]

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MCMC-SVR institution(s)
Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Complex Carbohydrate Research Center, Department of Biochemistry and Molecular Biology, The University of Georgia, Athens, GA, USA; Institute for HIV Research, University Hospital Essen, University Duisburg-Essen, Essen, Germany; Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, MA, USA; Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA; Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
MCMC-SVR funding source(s)
Supported by Bill and Melinda Gates Foundation OPP1097381.

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