14 citations · 37 across the 7 of their papers we have counts for
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stat.ME2019
Robust Regression with Compositional Covariates
Aditya Mishra, Christian L. Muller
Many biological high-throughput data sets, such as targeted amplicon-based and metagenomic sequencing data, are compositional in nature. A common exploratory data analysis task is…
math.ST2019
Regression models for compositional data: General log-contrast formulations, proximal optimization, and microbiome data applications
Patrick L. Combettes, Christian L. Müller
Compositional data sets are ubiquitous in science, including geology, ecology, and microbiology. In microbiome research, compositional data primarily arise from high-throughput seq…