adaptest: Data-adaptive statistics for high-dimensional testing in R

Abstract

adaptest is an R package for performing multiple hypothesis testing in problem settings commonly encountered in high-dimensional biology, using the approach of data-adaptive statistical target parameters.

Publication
In Journal of Open Source Software
Nima Hejazi
Nima Hejazi
NSF Postdoctoral Research Fellow in Biostatistics

My research interests lie at the intersection of causal inference and machine learning, especially as applied to the statistical analysis of complex data from observational studies and experiments in the biomedical and health sciences.