185 citations · 654 across the 31 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.AP2017★ 3 cited
Conditional regression based on a multivariate zero-inflated logistic normal model for microbiome relative abundance data
Zhigang Li, Katherine Lee, Margaret R. Karagas +4
The human microbiome plays critical roles in human health and has been linked to many diseases. While advanced sequencing technologies can characterize the composition of the micro…
stat.ME2017★ 8 cited
Multi-sample Estimation of Bacterial Composition Matrix in Metagenomics Data
Yuanpei Cao, Anru Zhang, Hongzhe Li
Metagenomics sequencing is routinely applied to quantify bacterial abundances in microbiome studies, where the bacterial composition is estimated based on the sequencing read count…
stat.AP2017
A Model for Paired-Multinomial Data and Its Application to Analysis of Data on a Taxonomic Tree
Pixu Shi, Hongzhe Li
In human microbiome studies, sequencing reads data are often summarized as counts of bacterial taxa at various taxonomic levels specified by a taxonomic tree. This paper considers…