Tao Hu

Works (2)

Updated: July 5th, 2023 15:32

2018 article

A zero‐inflated beta‐binomial model for microbiome data analysis

Hu, T., Gallins, P., & Zhou, Y. H. (2018, January 1). Stat, Vol. 7, p. e185.

By: T. Hu n, P. Gallins n & Y. Zhou n 

author keywords: count data; penalized generalized linear model; zero-inflated beta-binomial modelling
topics (OpenAlex): Gut microbiota and health; Bayesian Methods and Mixture Models; Probiotics and Fermented Foods
TL;DR: A zero‐inflated beta‐binomial is introduced to model the distribution of microbiome count data and to determine association with a continuous or categorical phenotype of interest and has higher power than competing methods to detect taxa associated with phenotype. (via Semantic Scholar)
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 7, 2019

2016 journal article

Boosting gene mapping power and efficiency with efficient exact variance component tests of single nucleotide polymorphism sets

Genetics, 204(3), 921-.

By: J. Zhou, T. Hu, D. Qiao, M. Cho & H. Zhou

Source: NC State University Libraries
Added: August 6, 2018

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