Nikolaos Ignatiadis
Nikolaos Ignatiadis
Statistics Department, Stanford University
Verified email at - Homepage
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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
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), 1-15, 2019
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
Covariate powered cross-weighted multiple testing
N Ignatiadis, W Huber
arXiv preprint arXiv:1701.05179, 2017
Covariate-powered empirical Bayes estimation
N Ignatiadis, S Wager
Advances in Neural Information Processing Systems 32, 9620-9632, 2019
Confidence Intervals for Nonparametric Empirical Bayes Analysis
N Ignatiadis, S Wager
arXiv preprint arXiv:1902.02774, 2019
Noise-Induced Randomization in Regression Discontinuity Designs
D Eckles, N Ignatiadis, S Wager, H Wu
arXiv preprint arXiv:2004.09458, 2020
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
-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validation
N Ignatiadis, P Lolas
arXiv preprint arXiv:2010.15817, 2020
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