Nonparametrics

Variance Moderation of Locally Efficient Estimators

Investigations in applying methods for variance moderation to stabilize locally efficient estimators for data analytic use in high-dimensional biology.

Data-Adaptive Identification of Differential Methylation

Investigations in the use of causal inference and ensemble machine learning to identify differentially methylated positions and regions.