I was a guest speaker in the seminar series course STAT/BIOST 111 at the University of Washington, where I gave a talk on Statistical Modeling for Enhanced Microbiome Biomarker Discovery. This talk explains how to perform principled statistical inference for high-dimensional regression where samples and variables are correlated. For more details, check out our paper published in Annals of Applied Statistics.