Publications by authors named "Catherine Xinrui Yu"
Article Synopsis
- The text discusses a method for testing conditional independence while controlling the family-wise error rate (FWER), which is crucial in various fields.
- It introduces GhostKnockoff to create knockoff copies of summary statistics for selecting features dependent on the response variable, alongside a new filter for improved accuracy.
- The proposed algorithm enhances computational efficiency, making it faster to generate knockoff copies without losing statistical power, and is validated through experiments related to Alzheimer's disease genetics.
