Edit Profile (opens in new tab) Ročková, Veronika Co-Author Distance Author ID: rockova.veronika Published as: Ročková, Veronika; Rockova, Veronika Documents Indexed: 25 Publications since 2014, including 5 Additional arXiv Preprints Co-Authors: 21 Co-Authors with 21 Joint Publications 976 Co-Co-Authors all top 5 Co-Authors 4 single-authored 9 George, Edward I. 2 Liu, Yi 2 Moran, Gemma E. 2 van der Pas, Stéphanie 1 Bai, Ray 1 Barbieri, Maria Maddalena 1 Berger, James Orvis 1 Bogdan, Małgorzata 1 Castillo, Ismaël 1 Deshpande, Sameer K. 1 Jeong, Seonghyun 1 Jiang, Wei 1 Josse, Julie 1 Kaji, Tetsuya 1 Lesaffre, Emmanuel M. E. H. 1 Majewski, Szymon 1 McAlinn, Kenichiro 1 Miasojedow, Błażej 1 Nie, Lizhen 1 Rousseau, Judith 1 1 Wang, Yuexi all top 5 Serials 6 Journal of the American Statistical Association 4 Bayesian Analysis 3 The Annals of Statistics 2 Journal of Computational and Graphical Statistics 1 Metron 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 The Annals of Applied Statistics Fields 20 Statistics (62-XX) 1 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 18 Publications have been cited 272 times in 175 Documents Cited by ▼ Year ▼ The spike-and-slab LASSO. Zbl 1398.62186 Ročková, Veronika; George, Edward I. 81 2018 EMVS: the EM approach to Bayesian variable selection. Zbl 1367.62049 Ročková, Veronika; George, Edward I. 69 2014 Bayesian estimation of sparse signals with a continuous spike-and-slab prior. Zbl 1395.62230 Ročková, Veronika 39 2018 Posterior concentration for Bayesian regression trees and forests. Zbl 1459.62057 Ročková, Veronika; van der Pas, Stéphanie 19 2020 Simultaneous variable and covariance selection with the multivariate spike-and-slab Lasso. Zbl 07499036 Deshpande, Sameer K.; Ročková, Veronika; George, Edward I. 16 2019 Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272 Moran, Gemma E.; Ročková, Veronika; George, Edward I. 9 2019 Incorporating grouping information in Bayesian variable selection with applications in genomics. Zbl 1327.62156 Rockova, Veronika; Lesaffre, Emmanuel 8 2014 Negotiating multicollinearity with spike-and-slab priors. Zbl 1310.62035 Ročková, Veronika; George, Edward I. 5 2014 Dynamic variable selection with spike-and-slab process priors. Zbl 1480.62132 Rockova, Veronika; McAlinn, Kenichiro 5 2021 Particle EM for variable selection. Zbl 1409.62055 Ročková, Veronika 5 2018 Variable selection with ABC Bayesian forests. Zbl 07555492 Liu, Yi; Ročková, Veronika; Wang, Yuexi 4 2021 Bayesian penalty mixing: the case of a non-separable penalty. Zbl 1384.62101 Ročková, Veronika; George, Edward I. 2 2016 Spike-and-slab meets LASSO: a review of the spike-and-slab LASSO. Zbl 07533214 Bai, Ray; Ročková, Veronika; George, Edward I. 2 2022 Adaptive Bayesian SLOPE: model selection with incomplete data. Zbl 07546464 Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group 2 2022 Uncertainty quantification for Bayesian CART. Zbl 1486.62131 Castillo, Ismaël; Ročková, Veronika 2 2021 Spike-and-slab Lasso biclustering. Zbl 1498.62122 Moran, Gemma E.; Ročková, Veronika; George, Edward I. 2 2021 Bayesian bootstrap Spike-and-Slab LASSO. Zbl 07751825 Nie, Lizhen; Ročková, Veronika 1 2023 The Median probability model and correlated variables. Zbl 07808147 Barbieri, Maria M.; Berger, James O.; George, Edward I.; Ročková, Veronika 1 2021 Bayesian bootstrap Spike-and-Slab LASSO. Zbl 07751825 Nie, Lizhen; Ročková, Veronika 1 2023 Spike-and-slab meets LASSO: a review of the spike-and-slab LASSO. Zbl 07533214 Bai, Ray; Ročková, Veronika; George, Edward I. 2 2022 Adaptive Bayesian SLOPE: model selection with incomplete data. Zbl 07546464 Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group 2 2022 Dynamic variable selection with spike-and-slab process priors. Zbl 1480.62132 Rockova, Veronika; McAlinn, Kenichiro 5 2021 Variable selection with ABC Bayesian forests. Zbl 07555492 Liu, Yi; Ročková, Veronika; Wang, Yuexi 4 2021 Uncertainty quantification for Bayesian CART. Zbl 1486.62131 Castillo, Ismaël; Ročková, Veronika 2 2021 Spike-and-slab Lasso biclustering. Zbl 1498.62122 Moran, Gemma E.; Ročková, Veronika; George, Edward I. 2 2021 The Median probability model and correlated variables. Zbl 07808147 Barbieri, Maria M.; Berger, James O.; George, Edward I.; Ročková, Veronika 1 2021 Posterior concentration for Bayesian regression trees and forests. Zbl 1459.62057 Ročková, Veronika; van der Pas, Stéphanie 19 2020 Simultaneous variable and covariance selection with the multivariate spike-and-slab Lasso. Zbl 07499036 Deshpande, Sameer K.; Ročková, Veronika; George, Edward I. 16 2019 Variance prior forms for high-dimensional Bayesian variable selection. Zbl 1435.62272 Moran, Gemma E.; Ročková, Veronika; George, Edward I. 9 2019 The spike-and-slab LASSO. Zbl 1398.62186 Ročková, Veronika; George, Edward I. 81 2018 Bayesian estimation of sparse signals with a continuous spike-and-slab prior. Zbl 1395.62230 Ročková, Veronika 39 2018 Particle EM for variable selection. Zbl 1409.62055 Ročková, Veronika 5 2018 Bayesian penalty mixing: the case of a non-separable penalty. Zbl 1384.62101 Ročková, Veronika; George, Edward I. 2 2016 EMVS: the EM approach to Bayesian variable selection. Zbl 1367.62049 Ročková, Veronika; George, Edward I. 69 2014 Incorporating grouping information in Bayesian variable selection with applications in genomics. Zbl 1327.62156 Rockova, Veronika; Lesaffre, Emmanuel 8 2014 Negotiating multicollinearity with spike-and-slab priors. Zbl 1310.62035 Ročková, Veronika; George, Edward I. 5 2014 all cited Publications top 5 cited Publications all top 5 Cited by 402 Authors 13 Ročková, Veronika 11 George, Edward I. 6 Narisetty, Naveen Naidu 5 Castillo, Ismaël 4 Bhadra, Anindya 4 Ghosal, Subhashis 4 Lee, Kyoungjae 4 Liang, Feng 4 Szabó, Botond 3 Antonelli, Joseph L. 3 Datta, Jyotishka 3 Ghosh, Malay 3 Jin, Baisuo 3 Li, Yunfan 3 Linero, Antonio R. 3 McCulloch, Robert Edward 3 Moral, Rafael A. 3 Moran, Gemma E. 3 Mukherjee, Gourab 3 Murray, Jared S. 3 Ntzoufras, Ioannis 3 Parnell, Andrew C. 3 Polson, Nicholas G. 3 Prado, Estevão B. 3 Song, Qifan 3 Van der Vaart, Adrianus Willem 3 Xie, Fangzheng 3 Xu, Yanxun 2 Bai, Ray 2 Baladandayuthapani, Veerabhadran 2 Berger, James Orvis 2 Bondell, Howard D. 2 Bottolo, Leonardo 2 Chipman, Hugh A. 2 Deshpande, Sameer K. 2 Dufays, Arnaud 2 Dunson, David Brian 2 Fouskakis, Dimitris 2 Gan, Lingrui 2 Gutiérrez, Luis Miguel 2 Jensen, Shane T. 2 Jeong, Seonghyun 2 Komaki, Fumiyasu 2 Korobilis, Dimitris 2 Li, Zehang Richard 2 Liang, Faming 2 Lin, Lizhen 2 Lopes, Hedibert Freitas 2 Ning, Bo 2 Ormerod, John T. 2 Randrianarisoa, Thibault 2 Ray, Kolyan 2 Reich, Brian James 2 Rossell, David 2 Schmidt-Hieber, Johannes 2 Stingo, Francesco Claudio 2 Taylor-Rodríguez, Daniel 2 Tempelman, Robert J. 2 Willard, Brandon T. 2 Xia, Siwei 2 Yang, Yuehan 2 Zhang, Ruoyang 1 Aban, Inmaculada B. 1 Agrawal, Shiv 1 Aivaliotis, Georgios 1 Alexopoulos, Angelos 1 Allenby, Greg M. 1 1 Arbeiter, Maximilian 1 Arbel, Julyan 1 Aregay, Mehreteab 1 Armero, Carmen 1 Avalos-Pacheco, Alejandra 1 Azevedo, Ricardo B. R. 1 Bainter, Sierra A. 1 Balocchi, Cecilia 1 Banerjee, Sayantan 1 Bar, Haim Y. 1 Barat, Éric 1 Baratchi, Mitra 1 Barbieri, Maria Maddalena 1 Bardsley, Johnathan M. 1 Barrientos, Andrés Felipe 1 Bassetti, Federico 1 Basu, Sanjb 1 Bayarri, Maria J. 1 Belitser, Eduard 1 Bellinger, David C. 1 Bhaumik, Dulal Kumar 1 Bizuayehu, Shiferaw B. 1 Bleich, Justin 1 Bogdan, Małgorzata 1 Boland, Mary R. 1 Booth, James G. 1 Bouveyron, Charles 1 Briol, François-Xavier 1 Byrd, Michael C. 1 Bystrova, Daria 1 Cabras, Stefano 1 Cai, Mingxuan ...and 302 more Authors all top 5 Cited in 50 Serials 23 Bayesian Analysis 20 Journal of the American Statistical Association 14 Journal of Computational and Graphical Statistics 11 Electronic Journal of Statistics 11 The Annals of Applied Statistics 10 Computational Statistics and Data Analysis 6 Bernoulli 5 The Annals of Statistics 5 Journal of Econometrics 4 Biometrics 4 International Statistical Review 4 Journal of Multivariate Analysis 4 Journal of the Korean Statistical Society 3 Psychometrika 3 Journal of Statistical Planning and Inference 3 Statistical Science 3 Statistics and Computing 3 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Computational Physics 2 Communications in Statistics. Theory and Methods 2 Statistica Sinica 2 Journal of Applied Statistics 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Statistics in Medicine 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 International Economic Review 1 Metron 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Statistics 1 Chinese Journal of Applied Probability and Statistics 1 Applied Mathematics Letters 1 Machine Learning 1 Journal of Statistical Computation and Simulation 1 Test 1 SIAM Journal on Scientific Computing 1 Lifetime Data Analysis 1 Studies in Nonlinear Dynamics and Econometrics 1 Australian & New Zealand Journal of Statistics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Analysis and Data Mining 1 Foundations and Trends in Econometrics 1 Science China. Mathematics 1 Sankhyā. Series A 1 Statistical Theory and Related Fields 1 Environmetrics all top 5 Cited in 11 Fields 171 Statistics (62-XX) 10 Numerical analysis (65-XX) 10 Computer science (68-XX) 10 Biology and other natural sciences (92-XX) 8 Probability theory and stochastic processes (60-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Information and communication theory, circuits (94-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year