Data-driven hypothesis weighting increases detection power in genome-scale multiple testing N Ignatiadis, B Klaus, JB Zaugg, W Huber Nature methods 13 (7), 577-580, 2016 | 583 | 2016 |
Mapping lung cancer epithelial-mesenchymal transition states and trajectories with single-cell resolution LG Karacosta, B Anchang, N Ignatiadis, SC Kimmey, JA Benson, ... Nature communications 10 (1), 5587, 2019 | 183 | 2019 |
Covariate powered cross‐weighted multiple testing N Ignatiadis, W Huber Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2021 | 74* | 2021 |
Creating functional engineered variants of the single-module non-ribosomal peptide synthetase IndC by T domain exchange R Beer, K Herbst, N Ignatiadis, I Kats, L Adlung, H Meyer, D Niopek, ... Molecular BioSystems 10 (7), 1709-1718, 2014 | 49 | 2014 |
Confidence intervals for nonparametric empirical Bayes analysis N Ignatiadis, S Wager Journal of the American Statistical Association, 1-18, 2022 | 29* | 2022 |
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare S Pfohl, Y Xu, A Foryciarz, N Ignatiadis, J Genkins, N Shah Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 22 | 2022 |
Noise-Induced Randomization in Regression Discontinuity Designs D Eckles, N Ignatiadis, S Wager, H Wu arXiv preprint arXiv:2004.09458, 2020 | 22 | 2020 |
Covariate-powered empirical Bayes estimation N Ignatiadis, S Wager Advances in Neural Information Processing Systems 32, 9620-9632, 2019 | 20 | 2019 |
E-values as unnormalized weights in multiple testing N Ignatiadis, R Wang, A Ramdas Biometrika, asad057, 2023 | 16 | 2023 |
Treatment heterogeneity with survival outcomes Y Xu, N Ignatiadis, E Sverdrup, S Fleming, S Wager, N Shah Handbook of Matching and Weighting Adjustments for Causal Inference, 445-482, 2023 | 10 | 2023 |
Empirical Bayes mean estimation with nonparametric errors via order statistic regression on replicated data N Ignatiadis, S Saha, DL Sun, O Muralidharan Journal of the American Statistical Association, 1-13, 2021 | 9 | 2021 |
Empirical partially Bayes multiple testing and compound decisions N Ignatiadis, B Sen arXiv preprint arXiv:2303.02887, 2023 | 4 | 2023 |
Using public clinical trial reports to probe non-experimental causal inference methods E Steinberg, N Ignatiadis, S Yadlowsky, Y Xu, N Shah BMC Medical Research Methodology 23 (1), 204, 2023 | 2 | 2023 |
-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validation N Ignatiadis, P Lolas arXiv preprint arXiv:2010.15817, 2020 | 2 | 2020 |
Interpretation of local false discovery rates under the zero assumption D Xiang, N Ignatiadis, P McCullagh arXiv preprint arXiv:2402.08792, 2024 | | 2024 |
Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis N Ignatiadis, S Wager Journal of the American Statistical Association 117 (539), 1192-1199, 2022 | | 2022 |