2 papers
stat.ME2019
Estimation and inference for the indirect effect in high-dimensional linear mediation models
Ruixuan Rachel Zhou, Liewei Wang, Sihai Dave Zhao
Mediation analysis is difficult when the number of potential mediators is larger than the sample size. In this paper we propose new inference procedures for the indirect effect in…
q-bio.MN2017
Considerations of automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure
Alena Orlenko, Jason H. Moore, Patryk Orzechowski +6
With the maturation of metabolomics science and proliferation of biobanks, clinical metabolic profiling is an increasingly opportunistic frontier for advancing translational clinic…