2 papers
stat.ME2025
Estimating Fold Changes from Partially Observed Outcomes with Applications in Microbial Metagenomics
David S Clausen, Sarah Teichman, Amy D Willis
We consider the problem of estimating fold-changes in the expected value of a multivariate outcome observed with unknown sample-specific and category-specific perturbations. This c…
stat.ME2025
Modeling complex measurement error in microbiome experiments to estimate relative abundances and detection effects
David S Clausen, Amy D Willis
Accurate estimates of microbial species abundances are needed to advance our understanding of the role that microbiomes play in human and environmental health. However, artificiall…