38 citations · 111 across the 14 of their papers we have counts for
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stat.ME2018★ 3 cited
Estimating and accounting for unobserved covariates in high dimensional correlated data
Chris McKennan, Dan Nicolae
Many high dimensional and high-throughput biological datasets have complex sample correlation structures, which include longitudinal and multiple tissue data, as well as data with…
stat.ME2018
Identifying Heritable Communities of Microbiome by Root-Unifrac and Wishart Distribution
Yunfan Tang, Dan Nicolae
We introduce a method to identify heritable microbiome communities when the input is a pairwise dissimilarity matrix among all samples. Current methods target each taxon individual…
stat.ME2018★ 3 cited
Accounting for unobserved covariates with varying degrees of estimability in high dimensional biological data
Chris McKennan, Dan Nicolae
An important phenomenon in high dimensional biological data is the presence of unobserved covariates that can have a significant impact on the measured response. When these factors…