Edit Profile (opens in new tab) Vehtari, Aki Co-Author Distance Author ID: vehtari.aki Published as: Vehtari, Aki Videos: carmin.tv Documents Indexed: 52 Publications since 2000, including 2 Books and 1 Additional arXiv Preprint 3 Further Contributions Software Indexed: 8 Packages Co-Authors: 74 Co-Authors with 54 Joint Publications 949 Co-Co-Authors all top 5 Co-Authors 0 single-authored 19 Gelman, Andrew 8 Bürkner, Paul-Christian 7 Gabry, Jonah 7 Piironen, Juho 5 Jylänki, Pasi 5 Simpson, Daniel Peter 3 Betancourt, Michael 3 Gutmann, Michael U. 3 Järvenpää, Marko 3 Marttinen, Pekka 3 Ojanen, Janne 3 Riihimäki, Jaakko 3 Robert, Christian P. 3 Rue, Håvard 3 Sivula, Tuomas 3 Vanhatalo, Jarno 3 Winther, Ole 2 Andersen, Michael Riis 2 Belitser, Eduard 2 Chopin, Nicolas 2 Clarke, Bertrand S. 2 Draper, David 2 Greengard, Philip 2 Grünwald, Peter D. 2 Lampinen, Jouko 2 Magnusson, Måns 2 Murray, Iain 2 Nurushev, Nurzhan 2 Paananen, Topi 2 Tolvanen, Ville 2 Weber, Sebastian 2 Yao, Yuling 2 Yoo, William Weimin 1 Aastveit, Knut Are 1 Adams, Ryan Prescott 1 Afrabandpey, Homayun 1 Anaya-Izquierdo, Karim Alejandro 1 Arafat, Ahmed 1 Archambeau, Cédric 1 Arjas, Elja 1 Baghishani, Hossein 1 Bakka, Haakon C. 1 Bales, Ben 1 Barthelmé, Simon 1 Beffy, Magali 1 Beskos, Alexandros 1 Bhadra, Anindya 1 Blomstedt, Paul 1 Bornn, Luke 1 Bouchard-Côté, Alexandre 1 Bouchard, Guillaume 1 Boys, Richard J. 1 Calderhead, Ben 1 Campbell, David A. 1 Cao, Jiguo 1 Carpenter, Bob 1 Castillo, Ismaël 1 Castro-Camilo, Daniela 1 Catoni, Olivier 1 Cavanaugh, Joseph E. 1 Ceyhan, Elvan 1 Chen, Yanjiun 1 Chin, Siu A. 1 Christie, Mike 1 Clyde, Merlise A. 1 Coolen, Anthony C. C. 1 Cooper, Alex 1 Corander, Jukka 1 Cornebise, Julien 1 Cox, David Roxbee 1 Critchley, Frank 1 Cunningham, John P. 1 Dawid, Alexander Philip 1 Dawid, Philip 1 de Heide, Rianne 1 de Rooij, Steven 1 Ding, Shutong 1 Doucet, Arnaud 1 Dryden, Ian L. 1 Eguchi, Shinto 1 Fearnhead, Paul 1 Ferreira, Marco A. R. 1 Filippone, Maurizio 1 Forbes, Catherine S. 1 Fotopoulos, Stergios B. 1 Franck, Christopher T. 1 Franco-Villoria, Maria 1 Freni-Sterrantino, Anna 1 Friel, Nial 1 Gao, Xin 1 Gasbarra, Dario 1 Girolami, Mark A. 1 Golightly, Andrew 1 Goodrich, Ben 1 Griffin, Jim E. 1 Gripton, Adam 1 Grushka-Cockayne, Yael 1 Guerrera, Thiago 1 Guillas, Serge 1 Gutenkunst, Ryan ...and 115 more Co-Authors all top 5 Serials 10 Statistics and Computing 9 Bayesian Analysis 7 Journal of Machine Learning Research (JMLR) 3 Computational Statistics 2 Journal of the American Statistical Association 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Electronic Journal of Statistics 2 The Annals of Applied Statistics 2 Statistics Surveys 1 The American Statistician 1 Statistical Science 1 Machine Learning 1 Neural Computation 1 Communications in Statistics. Theory and Methods 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition Letters 1 Lifetime Data Analysis 1 Journal of the Royal Statistical Society. Series A. Statistics in Society 1 Brazilian Journal of Probability and Statistics 1 Nanosystems. Physics, Chemistry, Mathematics 1 Statistics in Medicine 1 Analytical Methods for Social Research 1 Stat all top 5 Fields 52 Statistics (62-XX) 10 Probability theory and stochastic processes (60-XX) 7 Computer science (68-XX) 5 Numerical analysis (65-XX) 2 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 44 Publications have been cited 920 times in 638 Documents Cited by ▼ Year ▼ Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071 Girolami, Mark; Calderhead, Ben 303 2011 Understanding predictive information criteria for Bayesian models. Zbl 1332.62090 Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 199 2014 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 1505.62408 Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 179 2017 Sparsity information and regularization in the horseshoe and other shrinkage priors. Zbl 1459.62141 Piironen, Juho; Vehtari, Aki 67 2017 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 62 2021 A survey of Bayesian predictive methods for model assessment, selection and comparison. Zbl 1302.62011 Vehtari, Aki; Ojanen, Janne 50 2012 Comparison of Bayesian predictive methods for model selection. Zbl 1505.62321 Piironen, Juho; Vehtari, Aki 49 2017 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155 van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 43 2017 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090 Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 35 2018 Bayesian model assessment and comparison using cross-validation predictive densities. Zbl 1002.62029 Vehtari, Aki; Lampinen, Jouko 27 2002 GPstuff: Bayesian modeling with Gaussian processes. Zbl 1320.62010 Vanhatalo, Jarno; Riihimäki, Jaakko; Hartikainen, Jouni; Jylänki, Pasi; Tolvanen, Ville; Vehtari, Aki 23 2013 Robust Gaussian process regression with a Student-\(t\) likelihood. Zbl 1280.60025 Jylänki, Pasi; Vanhatalo, Jarno; Vehtari, Aki 23 2011 Visualization in Bayesian workflow. Zbl 07972646 Gabry, Jonah; Simpson, Daniel; Vehtari, Aki; Betancourt, Michael; Gelman, Andrew 19 2019 Erratum to: “Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC”. Zbl 1505.62409 Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 15 2017 Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma. With discussion and authors’ reply. Zbl 1411.62073 van Erven, Tim; Grünwald, Peter; de Rooij, Steven 14 2012 Laplace approximation for logistic Gaussian process density estimation and regression. Zbl 1327.62248 Riihimäki, Jaakko; Vehtari, Aki 13 2014 Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 1498.68287 Vehtari, Aki; Gelman, Andrew; Sivula, Tuomas; Jylänki, Pasi; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian P. 13 2020 Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453 Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka 12 2019 Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models. Zbl 1370.62020 Vehtari, Aki; Mononen, Tommi; Tolvanen, Ville; Sivula, Tuomas; Winther, Ole 11 2016 Approximate leave-future-out cross-validation for Bayesian time series models. Zbl 07480189 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 10 2020 Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. Zbl 1411.62320 Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 9 2018 Nested expectation propagation for Gaussian process classification with a multinomial probit likelihood. Zbl 1307.68072 Riihimäki, Jaakko; Jylänki, Pasi; Vehtari, Aki 8 2013 Projective inference in high-dimensional problems: prediction and feature selection. Zbl 1476.62058 Piironen, Juho; Paasiniemi, Markus; Vehtari, Aki 8 2020 Implicitly adaptive importance sampling. Zbl 1475.62053 Paananen, Topi; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 7 2021 Regression and other stories. Zbl 1476.62007 Gelman, Andrew; Hill, Jennifer; Vehtari, Aki 6 2021 Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057 Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 6 2021 Bayesian inference for spatio-temporal spike-and-slab priors. Zbl 1442.62049 Andersen, Michael Riis; Vehtari, Aki; Winther, Ole; Hansen, Lars Kai 5 2017 R-squared for Bayesian regression models. Zbl 07588159 Gelman, Andrew; Goodrich, Ben; Gabry, Jonah; Vehtari, Aki 5 2019 Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62073 Gelman, Andrew; Vehtari, Aki 5 2014 Bayesian MLP neural networks for image analysis. Zbl 0985.68692 Vehtari, Aki; Lampinen, Jouko 4 2000 What are the most important statistical ideas of the past 50 years? Zbl 1506.62003 Gelman, Andrew; Vehtari, Aki 4 2021 Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison. Zbl 1484.62010 Säilynoja, Teemu; Bürkner, Paul-Christian; Vehtari, Aki 4 2022 Expectation propagation for neural networks with sparsity-promoting priors. Zbl 1318.68145 Jylänki, Pasi; Nummenmaa, Aapo; Vehtari, Aki 3 2014 Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. Zbl 1502.62024 Riutort-Mayol, Gabriel; Bürkner, Paul-Christian; Andersen, Michael R.; Solin, Arno; Vehtari, Aki 3 2023 Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-\(t\) models. Zbl 1505.62082 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 2 2021 A decision-theoretic approach for model interpretability in Bayesian framework. Zbl 1525.68105 Afrabandpey, Homayun; Peltola, Tomi; Piironen, Juho; Vehtari, Aki; Kaski, Samuel 2 2020 Bayesian aggregation of average data: an application in drug development. Zbl 1405.62214 Weber, Sebastian; Gelman, Andrew; Lee, Daniel; Betancourt, Michael; Vehtari, Aki; Racine-Poon, Amy 2 2018 Using reference models in variable selection. Zbl 07696213 Pavone, Federico; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 2 2023 A fast regression via SVD and marginalization. Zbl 1505.62166 Greengard, Philip; Gelman, Andrew; Vehtari, Aki 2 2022 Errata: “A survey of Bayesian predictive methods for model assessment, selection and comparison”. Zbl 1302.62012 Vehtari, Aki; Ojanen, Janne 1 2014 \(R^{\ast}\): a robust MCMC convergence diagnostic with uncertainty using decision tree classifiers. Zbl 07809903 Lambert, Ben; Vehtari, Aki 1 2022 Bayesian hierarchical stacking: some models are (somewhere) useful. Zbl 07810144 Yao, Yuling; Pirš, Gregor; Vehtari, Aki; Gelman, Andrew 1 2022 Past, present and future of software for Bayesian inference. Zbl 07849732 Štrumbelj, Erik; Bouchard-Côté, Alexandre; Corander, Jukka; Gelman, Andrew; Rue, Håvard; Murray, Lawrence; Pesonen, Henri; Plummer, Martyn; Vehtari, Aki 1 2024 Qualifying drug dosing regimens in pediatrics using Gaussian processes. Zbl 1546.62691 Siivola, Eero; Weber, Sebastian; Vehtari, Aki 1 2021 Past, present and future of software for Bayesian inference. Zbl 07849732 Štrumbelj, Erik; Bouchard-Côté, Alexandre; Corander, Jukka; Gelman, Andrew; Rue, Håvard; Murray, Lawrence; Pesonen, Henri; Plummer, Martyn; Vehtari, Aki 1 2024 Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. Zbl 1502.62024 Riutort-Mayol, Gabriel; Bürkner, Paul-Christian; Andersen, Michael R.; Solin, Arno; Vehtari, Aki 3 2023 Using reference models in variable selection. Zbl 07696213 Pavone, Federico; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 2 2023 Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison. Zbl 1484.62010 Säilynoja, Teemu; Bürkner, Paul-Christian; Vehtari, Aki 4 2022 A fast regression via SVD and marginalization. Zbl 1505.62166 Greengard, Philip; Gelman, Andrew; Vehtari, Aki 2 2022 \(R^{\ast}\): a robust MCMC convergence diagnostic with uncertainty using decision tree classifiers. Zbl 07809903 Lambert, Ben; Vehtari, Aki 1 2022 Bayesian hierarchical stacking: some models are (somewhere) useful. Zbl 07810144 Yao, Yuling; Pirš, Gregor; Vehtari, Aki; Gelman, Andrew 1 2022 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 62 2021 Implicitly adaptive importance sampling. Zbl 1475.62053 Paananen, Topi; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 7 2021 Regression and other stories. Zbl 1476.62007 Gelman, Andrew; Hill, Jennifer; Vehtari, Aki 6 2021 Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations. Zbl 1480.62057 Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 6 2021 What are the most important statistical ideas of the past 50 years? Zbl 1506.62003 Gelman, Andrew; Vehtari, Aki 4 2021 Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-\(t\) models. Zbl 1505.62082 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 2 2021 Qualifying drug dosing regimens in pediatrics using Gaussian processes. Zbl 1546.62691 Siivola, Eero; Weber, Sebastian; Vehtari, Aki 1 2021 Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 1498.68287 Vehtari, Aki; Gelman, Andrew; Sivula, Tuomas; Jylänki, Pasi; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian P. 13 2020 Approximate leave-future-out cross-validation for Bayesian time series models. Zbl 07480189 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 10 2020 Projective inference in high-dimensional problems: prediction and feature selection. Zbl 1476.62058 Piironen, Juho; Paasiniemi, Markus; Vehtari, Aki 8 2020 A decision-theoretic approach for model interpretability in Bayesian framework. Zbl 1525.68105 Afrabandpey, Homayun; Peltola, Tomi; Piironen, Juho; Vehtari, Aki; Kaski, Samuel 2 2020 Visualization in Bayesian workflow. Zbl 07972646 Gabry, Jonah; Simpson, Daniel; Vehtari, Aki; Betancourt, Michael; Gelman, Andrew 19 2019 Efficient acquisition rules for model-based approximate Bayesian computation. Zbl 1416.62453 Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka 12 2019 R-squared for Bayesian regression models. Zbl 07588159 Gelman, Andrew; Goodrich, Ben; Gabry, Jonah; Vehtari, Aki 5 2019 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090 Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 35 2018 Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. Zbl 1411.62320 Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 9 2018 Bayesian aggregation of average data: an application in drug development. Zbl 1405.62214 Weber, Sebastian; Gelman, Andrew; Lee, Daniel; Betancourt, Michael; Vehtari, Aki; Racine-Poon, Amy 2 2018 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 1505.62408 Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 179 2017 Sparsity information and regularization in the horseshoe and other shrinkage priors. Zbl 1459.62141 Piironen, Juho; Vehtari, Aki 67 2017 Comparison of Bayesian predictive methods for model selection. Zbl 1505.62321 Piironen, Juho; Vehtari, Aki 49 2017 Uncertainty quantification for the horseshoe (with discussion). Zbl 1384.62155 van der Pas, Stéphanie; Szabó, Botond; van der Vaart, Aad 43 2017 Erratum to: “Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC”. Zbl 1505.62409 Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 15 2017 Bayesian inference for spatio-temporal spike-and-slab priors. Zbl 1442.62049 Andersen, Michael Riis; Vehtari, Aki; Winther, Ole; Hansen, Lars Kai 5 2017 Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models. Zbl 1370.62020 Vehtari, Aki; Mononen, Tommi; Tolvanen, Ville; Sivula, Tuomas; Winther, Ole 11 2016 Understanding predictive information criteria for Bayesian models. Zbl 1332.62090 Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 199 2014 Laplace approximation for logistic Gaussian process density estimation and regression. Zbl 1327.62248 Riihimäki, Jaakko; Vehtari, Aki 13 2014 Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62073 Gelman, Andrew; Vehtari, Aki 5 2014 Expectation propagation for neural networks with sparsity-promoting priors. Zbl 1318.68145 Jylänki, Pasi; Nummenmaa, Aapo; Vehtari, Aki 3 2014 Errata: “A survey of Bayesian predictive methods for model assessment, selection and comparison”. Zbl 1302.62012 Vehtari, Aki; Ojanen, Janne 1 2014 GPstuff: Bayesian modeling with Gaussian processes. Zbl 1320.62010 Vanhatalo, Jarno; Riihimäki, Jaakko; Hartikainen, Jouni; Jylänki, Pasi; Tolvanen, Ville; Vehtari, Aki 23 2013 Nested expectation propagation for Gaussian process classification with a multinomial probit likelihood. Zbl 1307.68072 Riihimäki, Jaakko; Jylänki, Pasi; Vehtari, Aki 8 2013 A survey of Bayesian predictive methods for model assessment, selection and comparison. Zbl 1302.62011 Vehtari, Aki; Ojanen, Janne 50 2012 Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma. With discussion and authors’ reply. Zbl 1411.62073 van Erven, Tim; Grünwald, Peter; de Rooij, Steven 14 2012 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071 Girolami, Mark; Calderhead, Ben 303 2011 Robust Gaussian process regression with a Student-\(t\) likelihood. Zbl 1280.60025 Jylänki, Pasi; Vanhatalo, Jarno; Vehtari, Aki 23 2011 Bayesian model assessment and comparison using cross-validation predictive densities. Zbl 1002.62029 Vehtari, Aki; Lampinen, Jouko 27 2002 Bayesian MLP neural networks for image analysis. Zbl 0985.68692 Vehtari, Aki; Lampinen, Jouko 4 2000 all cited Publications top 5 cited Publications all top 5 Cited by 1,648 Authors 29 Vehtari, Aki 12 Bürkner, Paul-Christian 10 Bazán, Jorge Luis 10 Gelman, Andrew 9 Rue, Håvard 6 Corander, Jukka 6 Gutmann, Michael U. 5 Bandyopadhyay, Dipankar 5 Banerjee, Sudipto 5 Durante, Daniele 5 Faes, Christel 5 Gabry, Jonah 5 Kaski, Samuel 5 Linero, Antonio R. 5 Piironen, Juho 5 Quintana, Fernando Andrés 5 Vanhatalo, Jarno 4 Dey, Dipak Kumar 4 Husmeier, Dirk 4 Järvenpää, Marko 4 Luo, Sheng 4 Marttinen, Pekka 4 Migliorati, Sonia 4 Opitz, Thomas 4 Page, Garritt L. 4 Pati, Debdeep 4 Reich, Brian James 4 Simpson, Daniel Peter 4 Wagenmakers, Eric-Jan 4 West, Mike 3 Asar, Ozgur 3 Cao, Jiguo 3 Da Silva, Marcelo A. 3 De Iorio, Maria 3 Di Brisco, Agnese Maria 3 Dunson, David Brian 3 Fasano, Augusto 3 Franck, Christopher T. 3 George, Edward I. 3 Gómez-Rubio, Virgilio 3 Hansen, Per Christian 3 Holbrook, Andrew J. 3 Huggins-Manley, Anne Corinne 3 Kazemi, Iraj 3 Kelter, Riko 3 Khan, Athar Ali 3 Kim, Chanmin 3 Klauer, Karl Christoph 3 Klein, Nadja 3 Koslovsky, Matthew D. 3 Kowal, Daniel R. 3 Lawson, Andrew B. 3 Lee, Jaeyong 3 Lee, Keunbaik 3 Lee, Kuo-Jung 3 Lee, Kyoungjae 3 Liseo, Brunero 3 Mallick, Bani K. 3 Mannseth, Trond 3 Martino, Luca 3 Meeker, William Q. jun. 3 Mengersen, Kerrie L. 3 Mukherjee, Sayan 3 Murray, Jared S. 3 Nathoo, Farouk S. 3 Pettitt, Anthony N. 3 Richardson, Sylvia 3 Rodríguez, Abel 3 Särkkä, Simo 3 Schmidt, Alexandra Mello 3 Simola, Umberto 3 Sinha, Debajyoti 3 Sosa, Juan 3 Suchard, Marc A. 3 Uribe, Felipe 3 Vannucci, Marina 3 Wang, Liangliang 3 White, Philip A. 3 Zeng, Donglin 3 Zou, Haotian 2 Aanonsen, Sigurd Ivar 2 Abanto-Valle, Carlos Antonio 2 Afkham, Babak Maboudi 2 Aghabazaz, Zeynab 2 Alexopoulos, Angelos 2 Alkema, Leontine 2 Alodat, Moh’d T. 2 Alvares, Danilo 2 Anceschi, Niccolo 2 Andersen, Michael Riis 2 Aregay, Mehreteab 2 Ariyo, Oludare Samuel 2 Armero, Carmen 2 Aßfalg, André 2 Bai, Ray 2 Baker, Ruth Elizabeth 2 Bakka, Haakon C. 2 Banerjee, Sayantan 2 Bartoš, František 2 Beskos, Alexandros ...and 1,548 more Authors all top 5 Cited in 128 Serials 48 The Annals of Applied Statistics 44 Statistics in Medicine 42 Bayesian Analysis 33 Statistics and Computing 26 Computational Statistics and Data Analysis 18 Biometrical Journal 18 Journal of the American Statistical Association 17 Psychometrika 17 Journal of Mathematical Psychology 17 Journal of Applied Statistics 16 Journal of Machine Learning Research (JMLR) 16 Environmetrics 13 Electronic Journal of Statistics 13 Journal of Computational and Graphical Statistics 12 Computational Statistics 10 The Canadian Journal of Statistics 10 Biometrics 9 British Journal of Mathematical & Statistical Psychology 9 Statistical Science 8 SIAM/ASA Journal on Uncertainty Quantification 7 International Statistical Review 7 Communications in Statistics. Simulation and Computation 7 Applied Stochastic Models in Business and Industry 7 Journal of Agricultural, Biological, and Environmental Statistics 7 Wiley Interdisciplinary Reviews. WIREs Computational Statistics 6 Journal of Computational Physics 6 Journal of Statistical Computation and Simulation 6 Statistical Modelling 6 Statistical Methods and Applications 5 Computer Methods in Applied Mechanics and Engineering 5 Inverse Problems 5 Technometrics 5 Statistics Surveys 5 Stat 4 Machine Learning 4 Communications in Statistics. Theory and Methods 4 European Journal of Operational Research 4 Brazilian Journal of Probability and Statistics 4 AStA. Advances in Statistical Analysis 3 The American Statistician 3 Scandinavian Journal of Statistics 3 Bulletin of Mathematical Biology 3 Information Sciences 3 Journal of Econometrics 3 Neural Computation 3 Scandinavian Actuarial Journal 3 North American Actuarial Journal 3 Japanese Journal of Statistics and Data Science 2 Journal of the Franklin Institute 2 Annals of the Institute of Statistical Mathematics 2 Journal of Computational and Applied Mathematics 2 Journal of Multivariate Analysis 2 Statistica Neerlandica 2 Revista Colombiana de Estadística 2 Statistics 2 Neural Networks 2 Statistical Papers 2 Bernoulli 2 Soft Computing 2 Extremes 2 Computational Geosciences 2 Optimization and Engineering 2 ASTIN Bulletin 2 SORT. Statistics and Operations Research Transactions 2 REVSTAT 2 The International Journal of Biostatistics 2 Thailand Statistician 2 Journal of Physics A: Mathematical and Theoretical 2 Journal of Statistical Theory and Practice 2 Journal of Business and Economic Statistics 2 Sankhyā. Series A 2 Sankhyā. Series B 2 Journal of Theoretical Biology 2 Journal of the Japan Statistical Society. Japanese Issue 2 Information Geometry 1 Archive for History of Exact Sciences 1 Artificial Intelligence 1 Classical and Quantum Gravity 1 Computers & Mathematics with Applications 1 Computer Physics Communications 1 Mathematical Biosciences 1 Metrika 1 Physica A 1 ACM Transactions on Mathematical Software 1 The Annals of Statistics 1 The Journal of Mathematical Sociology 1 Metron 1 Operations Research 1 Insurance Mathematics & Economics 1 Journal of Time Series Analysis 1 Journal of Classification 1 International Journal of Approximate Reasoning 1 Annals of Operations Research 1 Journal of Global Optimization 1 Applied Mathematical Modelling 1 Proceedings of the National Academy of Sciences of the United States of America 1 SIAM Review 1 Test 1 SIAM Journal on Scientific Computing 1 Statistica Sinica ...and 28 more Serials all top 5 Cited in 26 Fields 592 Statistics (62-XX) 52 Probability theory and stochastic processes (60-XX) 45 Numerical analysis (65-XX) 38 Computer science (68-XX) 37 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 26 Biology and other natural sciences (92-XX) 10 Operations research, mathematical programming (90-XX) 6 Information and communication theory, circuits (94-XX) 5 Systems theory; control (93-XX) 4 Astronomy and astrophysics (85-XX) 4 Geophysics (86-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Mechanics of deformable solids (74-XX) 2 Relativity and gravitational theory (83-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Integral transforms, operational calculus (44-XX) 1 Operator theory (47-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year