2 papers
stat.ME2025
Nonparametric Identification and Estimation of Ratios of Multi-Category Means under Preferential Sampling
Grant Hopkins, Sarah Teichman, Ellen Graham +1
Multi-category data arise in diverse fields including marketing, chemistry, public policy, genomics, political science, and ecology. We consider the problem of estimating ratios of…
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…