Publications
Statistics
- M. Liu, E. Katsevich, L. Janson, A. Ramdas. Fast and Powerful Conditional Randomization Testing via Distillation. Preprint. (paper, code)
- E. Katsevich, A. Ramdas. A theoretical treatment of conditional independence testing under Model-X. Preprint. (paper, slides)
- E. Katsevich, C. Sabatti, M. Bogomolov. Filtering the rejection set while preserving false discovery rate control. Preprint. (paper, code, slides)
- E. Katsevich, A. Ramdas. Simultaneous high-probability bounds on the FDP in structured, regression and online settings. Annals of Statistics, 2020. (paper, code, slides)
- E. Katsevich, C. Sabatti. Multilayer Knockoff Filter: Controlled variable selection at multiple resolutions. Annals of Applied Statistics, 2019. (paper, code, slides)
Genetics and genomics
- E. Katsevich, T. Barry, K. Roeder. Conditional resampling improves calibration and sensitivity in single-cell CRISPR screen analysis. Preprint. (paper, slides, code, results)
- M. Sesia, E. Katsevich, S. Bates, E. Candes, C. Sabatti. Multi-resolution localization of causal variants across the genome. Nature Communications, 2020. (paper, website)
- J. Zhu, Q. Zhao, E. Katsevich, C. Sabatti. Exploratory Gene Ontology Analysis with Interactive Visualization. Nature Scientific Reports, 2019. (paper, website)