2 papers
stat.ME2024
Debiased high-dimensional regression calibration for errors-in-variables log-contrast models
Huali Zhao, Tianying Wang
Motivated by the challenges in analyzing gut microbiome and metagenomic data, this work aims to tackle the issue of measurement errors in high-dimensional regression models that in…
stat.ME2022
A Flexible Zero-Inflated Poisson-Gamma model with application to microbiome read counts
Roulan Jiang, Xiang Zhan, Tianying Wang
In microbiome studies, it is of interest to use a sample from a population of microbes, such as the gut microbiota community, to estimate the population proportion of these taxa. H…