38 citations · 111 across the 14 of their papers we have counts for
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stat.ME2021
Dynamic Gene Coexpression Analysis with Correlation Modeling
Tae Hyun Kim, Dan Nicolae
In many transcriptomic studies, the correlation of genes might fluctuate with quantitative factors such as genetic ancestry. We propose a method that models the covariance between…
cs.LG2021★ 17 cited
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Lizhen Nie, Mao Ye, Qiang Liu +1
Motivated by the rising abundance of observational data with continuous treatments, we investigate the problem of estimating the average dose-response curve (ADRF). Available param…
stat.ME2021★ 1 cited
Weighted-Graph-Based Change Point Detection
Lizhen Nie, Dan L. Nicolae
We consider the detection and localization of change points in the distribution of an offline sequence of observations. Based on a nonparametric framework that uses a similarity gr…