Bayesian Structural Equation Modeling in Multiple Omics Data Integration

Provides Markov Chain Monte Carlo (MCMC) routine for the structural equation modelling described in Maity et. al. (2020) . This MCMC sampler is useful when one attempts to perform an integrative survival analysis for multiple platforms of the Omics data where the response is time to event and the predictors are different omics expressions for different platforms.


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install.packages("semmcmc")

0.0.6 by Arnab Maity, 4 months ago


Browse source code at https://github.com/cran/semmcmc


Authors: Arnab Maity [aut, cre] , Sang Chan Lee [aut] , Bani K. Mallick [aut] , Samsiddhi Bhattacharjee [aut] , Nidhan K. Biswas [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports MASS, msm


See at CRAN