most citedEstimating Fold Changes from Partially Observed Outcomes with Applications in Microbial Metagenomics

9 citations · 9 across the 2 of their papers we have counts for

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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.ME2024★ 9 cited

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…