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Veronika Rockova
Veronika Rockova
Verifisert e-postadresse på ChicagoBooth.edu - Startside
Tittel
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År
The spike-and-slab lasso
V Ročková, EI George
Journal of the American Statistical Association 113 (521), 431-444, 2018
4082018
EMVS: The EM approach to Bayesian variable selection
V Ročková, EI George
Journal of the American Statistical Association 109 (506), 828-846, 2014
3312014
Mutant DNMT3A: a marker of poor prognosis in acute myeloid leukemia
AFT Ribeiro, M Pratcorona, C Erpelinck-Verschueren, V Rockova, ...
Blood, The Journal of the American Society of Hematology 119 (24), 5824-5831, 2012
3232012
Risk stratification of intermediate-risk acute myeloid leukemia: integrative analysis of a multitude of gene mutation and gene expression markers
V Rockova, S Abbas, BJ Wouters, CAJ Erpelinck, HB Beverloo, R Delwel, ...
Blood, The Journal of the American Society of Hematology 118 (4), 1069-1076, 2011
1432011
Fast Bayesian factor analysis via automatic rotations to sparsity
V Ročková, EI George
Journal of the American Statistical Association 111 (516), 1608-1622, 2016
1332016
Posterior concentration for Bayesian regression trees and forests
V Ročková, S Van der Pas
The Annals of Statistics 48 (4), 2108-2131, 2020
1282020
Bayesian estimation of sparse signals with a continuous spike-and-slab prior
V Ročková
1282018
Deregulated Expression of EVI1 Defines a Poor Prognostic Subset of MLL-Rearranged Acute Myeloid Leukemias: A Study of the German-Austrian Acute Myeloid …
S Groeschel, RF Schlenk, J Engelmann, V Rockova, V Teleanu, ...
Journal of clinical oncology 31 (1), 95-103, 2013
1242013
Posterior concentration for sparse deep learning
NG Polson, V Ročková
Advances in Neural Information Processing Systems 31, 2018
972018
Simultaneous variable and covariance selection with the multivariate spike-and-slab lasso
SK Deshpande, V Ročková, EI George
Journal of Computational and Graphical Statistics 28 (4), 921-931, 2019
812019
On theory for BART
V Ročková, E Saha
The 22nd international conference on artificial intelligence and statistics …, 2019
752019
The prognostic relevance of miR-212 expression with survival in cytogenetically and molecularly heterogeneous AML
SM Sun, V Rockova, L Bullinger, MK Dijkstra, H Döhner, B Löwenberg, ...
Leukemia 27 (1), 100-106, 2013
662013
Dynamic variable selection with spike-and-slab process priors
V Rockova, K McAlinn
552021
Variance prior forms for high-dimensional Bayesian variable selection
GE Moran, V Ročková, EI George
49*2019
The median probability model and correlated variables
MM Barbieri, JO Berger, EI George, V Ročková
Bayesian Analysis 16 (4), 1085-1112, 2021
452021
Mortality rate estimation and standardization for public reporting: Medicare’s hospital compare
EI George, V Ročková, PR Rosenbaum, VA Satopää, JH Silber
Journal of the American Statistical Association 112 (519), 933-947, 2017
422017
Incorporating grouping information in Bayesian variable selection with applications in genomics
V Rockova, E Lesaffre
422014
Spike-and-slab meets LASSO: A review of the spike-and-slab LASSO
R Bai, V Ročková, EI George
Handbook of Bayesian variable selection, 81-108, 2021
412021
Uncertainty quantification for sparse deep learning
Y Wang, V Rocková
International Conference on Artificial Intelligence and Statistics, 298-308, 2020
412020
Negotiating multicollinearity with spike-and-slab priors
V Ročková, EI George
Metron 72 (2), 217-229, 2014
362014
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Artikler 1–20