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Nikolaos Ignatiadis
Nikolaos Ignatiadis
Statistics & Data Science, University of Chicago
uchicago.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
5642016
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
1752019
Covariate powered cross‐weighted multiple testing
N Ignatiadis, W Huber
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2021
73*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
482014
Confidence intervals for nonparametric empirical Bayes analysis
N Ignatiadis, S Wager
Journal of the American Statistical Association, 1-18, 2022
29*2022
Noise-Induced Randomization in Regression Discontinuity Designs
D Eckles, N Ignatiadis, S Wager, H Wu
arXiv preprint arXiv:2004.09458, 2020
212020
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
202022
Covariate-powered empirical Bayes estimation
N Ignatiadis, S Wager
Advances in Neural Information Processing Systems 32, 9620-9632, 2019
202019
E-values as unnormalized weights in multiple testing
N Ignatiadis, R Wang, A Ramdas
arXiv preprint arXiv:2204.12447, 2022
152022
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
92023
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
82021
Empirical partially Bayes multiple testing and compound decisions
N Ignatiadis, B Sen
arXiv preprint arXiv:2303.02887, 2023
22023
-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validation
N Ignatiadis, P Lolas
arXiv preprint arXiv:2010.15817, 2020
22020
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
12023
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
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