This book offers a comprehensive framework for mastering the complexities of learning high-dimensional sparse graphical models through the use of conditional independence tests. These tests are ...

New methods of electron microscopy have decoded the structure of Gemmata obscuriglobus. Certain bacteria can build such complex membrane structures that, in terms of complexity and dynamics, look like ...

In the nanoscale world, a tiny little bit can mean a lot. Working with large-scale computer simulations, a team of scientists that included Xiao Cheng Zeng, professor of chemistry at the University of ...

Motivated by ultrahigh-dimensional biomarkers screening studies, we propose a model-free screening approach tailored to censored lifetime outcomes. Our proposal is built upon the introduction of a new ...