2 papers
stat.ME2024
Root cause discovery via permutations and Cholesky decomposition
Jinzhou Li, Benjamin B. Chu, Ines F. Scheller +2
This work is motivated by the following problem: Can we identify the disease-causing gene in a patient affected by a monogenic disorder? This problem is an instance of root cause d…
stat.ME2019
GGM knockoff filter: False Discovery Rate Control for Gaussian Graphical Models
Jinzhou Li, Marloes H. Maathuis
We propose a new method to learn the structure of a Gaussian graphical model with finite sample false discovery rate control. Our method builds on the knockoff framework of Barber…