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Software
My trainees and I have published various R packages for the statistical analysis of microbiome data as well as in other contexts.
Bayesian model to estimate precision matrix based network changes with respect to a binary covariate.
Bayesian model to estimate covariance matrix changes with respect to a covariate profile in microbiome data.
Calculates metrics of proportionality using the logit-normal multinomial model.
Achieves effective dimension reduction to manage high dimensionality in microbiome data.
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