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…