Robust inference in the multilevel zero-inflated negative binomial model
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2019.1636942
Abstract: ABSTRACT A popular way to model correlated count data with excess zeros and over-dispersion simultaneously is by means of the multilevel zero-inflated negative binomial (MZINB) distribution. Due to the complexity of the likelihood of these… read more here.
Keywords: robust inference; zero inflated; model; multilevel zero ... See more keywords
MZINBVA: variational approximation for multilevel zero-inflated negative-binomial models for association analysis in microbiome surveys.
Sign Up to like & getrecommendations! Published in 2021 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbab443
Abstract: As our understanding of the microbiome has expanded, so has the recognition of its critical role in human health and disease, thereby emphasizing the importance of testing whether microbes are associated with environmental factors or… read more here.
Keywords: microbiome surveys; microbiome; association; zero inflated ... See more keywords