Statistics and Computing Short Title: Stat. Comput. Publisher: Springer US, New York, NY ISSN: 0960-3174; 1573-1375/e Online: http://link.springer.com/journal/volumesAndIssues/11222 Comments: Indexed cover-to-cover Documents Indexed: 837 Publications (since 2002) References Indexed: 813 Publications with 29,715 References. all top 5 Latest Issues 31, No. 2 (2021) 31, No. 1 (2021) 30, No. 6 (2020) 30, No. 5 (2020) 30, No. 4 (2020) 30, No. 3 (2020) 30, No. 2 (2020) 30, No. 1 (2020) 29, No. 6 (2019) 29, No. 5 (2019) 29, No. 4 (2019) 29, No. 3 (2019) 29, No. 2 (2019) 29, No. 1 (2019) 28, No. 6 (2018) 28, No. 5 (2018) 28, No. 4 (2018) 28, No. 3 (2018) 28, No. 2 (2018) 28, No. 1 (2018) 27, No. 6 (2017) 27, No. 5 (2017) 27, No. 4 (2017) 27, No. 3 (2017) 27, No. 2 (2017) 27, No. 1 (2017) 26, No. 6 (2016) 26, No. 5 (2016) 26, No. 4 (2016) 26, No. 3 (2016) 26, No. 1-2 (2016) 25, No. 6 (2015) 25, No. 5 (2015) 25, No. 4 (2015) 25, No. 3 (2015) 25, No. 2 (2015) 25, No. 1 (2015) 24, No. 6 (2014) 24, No. 5 (2014) 24, No. 4 (2014) 24, No. 3 (2014) 24, No. 2 (2014) 24, No. 1 (2014) 23, No. 6 (2013) 23, No. 5 (2013) 23, No. 4 (2013) 23, No. 3 (2013) 23, No. 2 (2013) 23, No. 1 (2013) 22, No. 6 (2012) 22, No. 5 (2012) 22, No. 4 (2012) 22, No. 3 (2012) 22, No. 2 (2012) 22, No. 1 (2012) 21, No. 4 (2011) 21, No. 3 (2011) 21, No. 2 (2011) 21, No. 1 (2011) 12, No. 1 (2002) all top 5 Authors 13 Jasra, Ajay 11 Friel, Nial 11 Kneib, Thomas 9 Nott, David John 8 Robin, Stéphane 7 Fearnhead, Paul 7 Griffin, Jim E. 7 Särkkä, Simo 6 Cao, Jiguo 6 Drovandi, Christopher C. 6 Eckley, Idris A. 6 Hooker, Giles 6 Kypraios, Theodore 6 Mayo-Iscar, Agustin 6 Míguez, Joaquín 6 Ntzoufras, Ioannis 6 Oates, Chris J. 6 Tran, Minh Ngoc 5 Forbes, Florence 5 García-Escudero, Luis Angel 5 Lian, Heng 5 Liang, Faming 5 McLachlan, Geoffrey John 5 Nunes, Matthew A. 5 Pettitt, Anthony N. 5 Picheny, Victor 5 Tutz, Gerhard E. 5 Walker, Stephen Grahm 5 Wong, Wengkee 5 Zhu, Lixing 4 Bouveyron, Charles 4 Chen, Ray-Bing 4 Chopin, Nicolas 4 Corander, Jukka 4 Dellaportas, Petros 4 Everitt, Richard Geoffrey 4 Farcomeni, Alessio 4 Fried, Roland 4 Galimberti, Giuliano 4 Gelman, Andrew 4 Genton, Marc G. 4 Golightly, Andrew 4 Heard, Nicholas A. 4 Hennig, Philipp 4 Huang, Jianhua Z. 4 Josse, Julie 4 Kohn, Robert J. 4 Kottas, Athanasios 4 Latouche, Pierre 4 Marra, Giampiero 4 Mateu, Jorge 4 McNicholas, Paul D. 4 Meligkotsidou, Loukia 4 Moulines, Eric 4 Mrkvička, Tomáš 4 Murphy, Thomas Brendan 4 Preston, Simon P. 4 Rue, Håvard 4 Salmaso, Luigi 4 Sisson, Scott A. 4 Soffritti, Gabriele 4 Stuart, Andrew M. 4 Tan, Linda S. L. 4 Vehtari, Aki 4 Wilkinson, Darren James 4 Wood, Simon N. 3 Adams, Niall M. 3 Akyildiz, Ömer Deniz 3 Allard, Denis 3 Alquier, Pierre 3 Andrews, Jeffrey L. 3 Baddeley, Adrian John 3 Barbillon, Pierre 3 Botev, Zdravko I. 3 Celeux, Gilles 3 Del Moral, Pierre 3 Doucet, Arnaud 3 Duarte, Belmiro P. M. 3 Eidsvik, Jo 3 Forster, Jonathan J. 3 Gillespie, Colin S. 3 Gordaliza, Alfonso 3 Greselin, Francesca 3 Guédon, Yann 3 Gunawan, David 3 Hahn, Georg 3 Hand, David J. 3 Hennig, Christian 3 Hothorn, Torsten 3 Hwang, Yi-Ting 3 Ionides, Edward L. 3 Jokiel-Rokita, Alicja 3 Kauermann, Goran 3 Knight, Marina I. 3 Kroese, Dirk P. 3 Leng, Chenlei 3 Marin, Jean-Michel 3 Matrán, Carlos 3 McGree, James M. 3 Mira, Antonietta ...and 1,429 more Authors all top 5 Fields 811 Statistics (62-XX) 274 Numerical analysis (65-XX) 138 Probability theory and stochastic processes (60-XX) 38 Computer science (68-XX) 25 Operations research, mathematical programming (90-XX) 22 Biology and other natural sciences (92-XX) 17 Combinatorics (05-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 9 Geophysics (86-XX) 9 Information and communication theory, circuits (94-XX) 7 Harmonic analysis on Euclidean spaces (42-XX) 6 Systems theory; control (93-XX) 5 General and overarching topics; collections (00-XX) 5 History and biography (01-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 3 Functional analysis (46-XX) 3 Differential geometry (53-XX) 2 Commutative algebra (13-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Number theory (11-XX) 1 Special functions (33-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 580 Publications have been cited 3,391 times in 2,524 Documents Cited by ▼ Year ▼ Approximate Bayesian computational methods. Zbl 1252.62022Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J. 86 2012 Slice sampling mixture models. Zbl 1256.65006Kalli, Maria; Griffin, Jim E.; Walker, Stephen G. 74 2011 An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 68 2012 On Bayesian model and variable selection using MCMC. Zbl 1247.62086Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 66 2002 Understanding predictive information criteria for Bayesian models. Zbl 1332.62090Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 55 2014 Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107Lee, Sharon; McLachlan, Geoffrey J. 48 2014 Slope heuristics: overview and implementation. Zbl 1322.62007Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand 47 2012 Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. Zbl 1252.62062Andrews, Jeffrey L.; Mcnicholas, Paul D. 41 2012 Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor 40 2012 Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359Breheny, Patrick; Huang, Jian 37 2015 Sequential Monte Carlo for rare event estimation. Zbl 1252.62083Cérou, Frédéric; Del Moral, Pierre; Furon, Teddy; Guyader, Arnaud 35 2012 Cases for the nugget in modeling computer experiments. Zbl 1252.62098Gramacy, Robert B.; Lee, Herbert K. H. 32 2012 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171Andrews, Jeffrey L.; McNicholas, Paul D. 32 2011 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 06737719Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 29 2017 Design of computer experiments: space filling and beyond. Zbl 1252.62080Pronzato, Luc; Müller, Werner G. 27 2012 D-optimal designs via a cocktail algorithm. Zbl 1270.62107Yu, Yaming 27 2011 Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122Alquier, P.; Friel, N.; Everitt, R.; Boland, A. 26 2016 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 25 2011 Hierarchical Bayesian level set inversion. Zbl 1384.62084Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M. 24 2017 Filtering via approximate Bayesian computation. Zbl 1252.62093Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma 23 2012 Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002Botev, Zdravko I.; Kroese, Dirk P. 23 2012 Numerical maximum likelihood estimation for the \(g\)-and-\(k\) and generalized \(g\)-and-\(h\) distributions. Zbl 1247.62069Rayner, G. D.; MacGillivray, H. L. 23 2002 A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. Zbl 1332.62204Forbes, Florence; Wraith, Darren 22 2014 Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126Xue, Liugen; Pang, Zhen 22 2013 Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models. Zbl 1420.60020Lee, Sharon X.; McLachlan, Geoffrey J. 22 2016 Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206Farcomeni, Alessio 21 2012 Non-reversible Metropolis-Hastings. Zbl 1360.65040Bierkens, Joris 20 2016 Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina 20 2016 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 20 2015 Block clustering with collapsed latent block models. Zbl 1322.62046Wyse, Jason; Friel, Nial 20 2012 Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035Schäfer, Christian; Chopin, Nicolas 20 2013 Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong 20 2014 Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162Bouveyron, Charles; Brunet, Camille 18 2012 Model based labeling for mixture models. Zbl 1322.62047Yao, Weixin 17 2012 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122Gollini, Isabella; Murphy, Thomas Brendan 17 2014 Linear quantile mixed models. Zbl 1325.62010Geraci, Marco; Bottai, Matteo 17 2014 Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144Zhou, Tingyou; Zhu, Liping 16 2017 A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems. Zbl 1274.62400Kojadinovic, Ivan; Yan, Jun 16 2011 Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024Vihola, Matti 16 2012 Smoothing combined estimating equations in quantile regression for longitudinal data. Zbl 1325.62141Leng, Chenlei; Zhang, Weiping 16 2014 Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos 15 2017 Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel 15 2012 Towards optimal scaling of Metropolis-coupled Markov chain Monte Carlo. Zbl 1223.65001Atchadé, Yves F.; Roberts, Gareth O.; Rosenthal, Jeffrey S. 15 2011 Shape constrained additive models. Zbl 1331.62367Pya, Natalya; Wood, Simon N. 15 2015 Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P. 15 2015 A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343Yang, Yi; Zou, Hui 15 2015 Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando 15 2012 An advancement in clustering via nonparametric density estimation. Zbl 1322.62175Menardi, Giovanna; Azzalini, Adelchi 15 2014 Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. Zbl 1325.62139Groll, Andreas; Tutz, Gerhard 15 2014 Comparison of Bayesian predictive methods for model selection. Zbl 06737693Piironen, Juho; Vehtari, Aki 15 2017 Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien 14 2012 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175Andrews, Jeffrey L.; Mcnicholas, Paul D. 14 2011 Estimation and selection for the latent block model on categorical data. Zbl 1331.62149Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard 14 2015 Flexible mixture modeling via the multivariate \(t\) distribution with the Box-Cox transformation: an alternative to the skew-\(t\) distribution. Zbl 1322.62173Lo, Kenneth; Gottardo, Raphael 14 2012 Maximum likelihood inference for mixtures of skew Student-\(t\)-normal distributions through practical EM-type algorithms. Zbl 1322.62087Ho, Hsiu J.; Pyne, Saumyadipta; Lin, Tsung I. 14 2012 A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155Pesarin, Fortunato; Salmaso, Luigi 14 2012 Improving power posterior estimation of statistical evidence. Zbl 1322.62098Friel, Nial; Hurn, Merrilee; Wyse, Jason 14 2014 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 13 2018 Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011Campbell, David; Steele, Russell J. 13 2012 Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio 13 2013 Bayesian quantile regression for single-index models. Zbl 1325.62089Hu, Yuao; Gramacy, Robert B.; Lian, Heng 13 2013 Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P. 13 2002 Likelihood-free inference via classification. Zbl 1384.62089Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka 12 2018 Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane 12 2012 Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083Viroli, Cinzia 12 2011 Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061Arlot, Sylvain; Celisse, Alain 12 2011 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 12 2015 Multilevel structured additive regression. Zbl 1325.62179Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas 12 2014 Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo 12 2014 Copula regression spline models for binary outcomes. Zbl 06652990Radice, Rosalba; Marra, Giampiero; Wojtyś, Małgorzata 11 2016 Fast simulation of truncated Gaussian distributions. Zbl 1284.65015Chopin, Nicolas 11 2011 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 11 2012 Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203Farcomeni, Alessio 11 2014 Delayed acceptance particle MCMC for exact inference in stochastic kinetic models. Zbl 1332.60117Golightly, Andrew; Henderson, Daniel A.; Sherlock, Chris 11 2015 On confidence intervals for semiparametric expectile regression. Zbl 1322.62136Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 11 2013 Straightforward intermediate rank tensor product smoothing in mixed models. Zbl 1322.62197Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J. 11 2013 Bootstrapping and permuting paired \(t\)-test type statistics. Zbl 1325.62097Konietschke, Frank; Pauly, Markus 11 2014 On optimal multiple changepoint algorithms for large data. Zbl 06697671Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul 11 2017 A quasi-Newton acceleration for high-dimensional optimization algorithms. Zbl 1284.90095Zhou, Hua; Alexander, David; Lange, Kenneth 10 2011 Efficient likelihood-free Bayesian computation for household epidemics. Zbl 1252.62112Neal, Peter 10 2012 Proximal Markov chain Monte Carlo algorithms. Zbl 06604163Pereyra, Marcelo 10 2016 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169Klein, Nadja; Kneib, Thomas 10 2016 Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106Soffritti, Gabriele; Galimberti, Giuliano 10 2011 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 10 2015 EM for mixtures. Initialization requires special care. Zbl 1331.62301Baudry, Jean-Patrick; Celeux, Gilles 10 2015 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 10 2015 Flexible pair-copula estimation in D-vines using bivariate penalized splines. Zbl 1332.62117Kauermann, Göran; Schellhase, Christian 10 2014 Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194Hirose, Kei; Yamamoto, Michio 10 2015 A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas 10 2012 Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198Zhang, Yanwei 10 2013 Computing projection depth and its associated estimators. Zbl 1325.62014Liu, Xiaohui; Zuo, Yijun 10 2014 Approximate Bayesian computation with composite score functions. Zbl 06591375Ruli, Erlis; Sartori, Nicola; Ventura, Laura 10 2016 A computationally efficient nonparametric approach for changepoint detection. Zbl 06737712Haynes, Kaylea; Fearnhead, Paul; Eckley, Idris A. 10 2017 Wavelet packet transfer function modelling of nonstationary time series. Zbl 1247.62228Nason, Guy P.; Sapatinas, Theofanis 10 2002 Model-based clustering using copulas with applications. Zbl 06652996Kosmidis, Ioannis; Karlis, Dimitris 9 2016 Stability of noisy Metropolis-Hastings. Zbl 06653296Medina-Aguayo, F. J.; Lee, A.; Roberts, G. O. 9 2016 On coupling particle filter trajectories. Zbl 1384.65006Sen, Deborshee; Thiery, Alexandre H.; Jasra, Ajay 9 2018 Multilevel particle filters: normalizing constant estimation. Zbl 1384.65001Jasra, Ajay; Kamatani, Kengo; Osei, Prince Peprah; Zhou, Yan 9 2018 Stochastic matching pursuit for Bayesian variable selection. Zbl 1254.62027Chen, Ray-bing; Chu, Chi-hsiang; Lai, Te-you; Wu, Ying Nian 9 2011 Inference in finite state space non parametric hidden Markov models and applications. Zbl 1342.62141Gassiat, E.; Cleynen, A.; Robin, S. 9 2016 Regularizing axis-aligned ensembles via data rotations that favor simpler learners. 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Zbl 1430.62130del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A. 2 2019 Tree-structured modelling of varying coefficients. Zbl 1430.62164Berger, Moritz; Tutz, Gerhard; Schmid, Matthias 2 2019 Interpretable sparse SIR for functional data. Zbl 1430.62079Picheny, Victor; Servien, Rémi; Villa-Vialaneix, Nathalie 2 2019 Selection of sparse vine copulas in high dimensions with the Lasso. Zbl 1430.62102Müller, Dominik; Czado, Claudia 2 2019 Gauss-Christoffel quadrature for inverse regression: applications to computer experiments. Zbl 1430.62014Glaws, Andrew; Constantine, Paul G. 2 2019 A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery. Zbl 1430.62078Guastavino, Sabrina; Benvenuto, Federico 2 2019 Rejection sampling for tempered Lévy processes. Zbl 07119338Grabchak, Michael 2 2019 Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. 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A. 2 2018 ...and 480 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 4,254 Authors 40 McNicholas, Paul D. 33 Jasra, Ajay 23 Drovandi, Christopher C. 22 Kneib, Thomas 21 Lin, Tsung I. 19 Lian, Heng 18 Walker, Stephen Grahm 17 Lachos Dávila, Víctor Hugo 17 Mayo-Iscar, Agustin 16 Browne, Ryan P. 16 García-Escudero, Luis Angel 14 Farcomeni, Alessio 14 Nott, David John 14 Pettitt, Anthony N. 14 Punzo, Antonio 13 Friel, Nial 13 Ntzoufras, Ioannis 13 Pauly, Markus 13 Wang, Wan-Lun 13 Yao, Weixin 12 Marra, Giampiero 12 McLachlan, Geoffrey John 11 Dellaportas, Petros 11 Murphy, Thomas Brendan 10 Bouveyron, Charles 10 Fearnhead, Paul 10 Ingrassia, Salvatore 10 Lee, Sharon X. 9 Castro, Luis Mauricio 9 Gordaliza, Alfonso 9 Greselin, Francesca 9 Griffin, Jim E. 9 Lelièvre, Tony 9 McGree, James M. 9 Oates, Chris J. 9 Roberts, Gareth O. 9 Sisson, Scott A. 9 Stuart, Andrew M. 9 Tran, Minh Ngoc 9 Vehtari, Aki 9 Wong, Wengkee 9 Yang, Hu 9 Zhao, Weihua 8 Bachoc, François 8 Beskos, Alexandros 8 Cabral, Celso Rômulo Barbosa 8 Chen, Xiaolin 8 Dunson, David Brian 8 Ginsbourger, David 8 Girolami, Mark A. 8 Guo, Chaohui 8 Kantas, Nikolas 8 Kypraios, Theodore 8 Lv, Jing 8 Míguez, Joaquín 8 Radice, Rosalba 8 Singh, Sumeetpal S. 8 Song, Xinyuan 8 Stoltz, Gabriel 8 Zhou, Yan 7 Arellano-Valle, Reinaldo Boris 7 Biernacki, Christophe 7 Corander, Jukka 7 Crisan, Dan O. 7 Durban, Maria 7 Gamboa, Fabrice 7 Genton, Marc G. 7 Harman, Radoslav 7 Lai, Peng 7 Leisen, Fabrizio 7 Lin, Guang 7 Maleki, Mohsen 7 Martin, Ryan R. 7 Mengersen, Kerrie L. 7 Moulines, Eric 7 Mulder, Joris 7 Rosenthal, Jeffrey S. 7 Roustant, Olivier 7 Särkkä, Simo 7 Shahbaba, Babak 7 Tjøstheim, Dag B. 7 Zhu, Lixing 6 Alhamzawi, Rahim 6 Alquier, Pierre 6 Barabesi, Lucio 6 Bréhier, Charles-Edouard 6 Casarin, Roberto 6 Cerioli, Andrea 6 Del Moral, Pierre 6 Dette, Holger 6 Forbes, Florence 6 Fryzlewicz, Piotr 6 Galimberti, Giuliano 6 Golightly, Andrew 6 Greven, Sonja 6 Guyader, Arnaud 6 Karlis, Dimitris 6 King, Ruth 6 Kohn, Robert J. 6 Latz, Jonas ...and 4,154 more Authors all top 5 Cited in 268 Journals 280 Statistics and Computing 264 Computational Statistics and Data Analysis 95 Journal of Statistical Computation and Simulation 84 Computational Statistics 78 Electronic Journal of Statistics 76 Journal of Multivariate Analysis 61 Advances in Data Analysis and Classification. 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Advances in Statistical Analysis 9 Computer Methods in Applied Mechanics and Engineering 8 Advances in Applied Probability 8 Journal of Global Optimization 8 Applied Mathematical Modelling 8 Stochastic Processes and their Applications 8 Lifetime Data Analysis 7 Mathematical Biosciences 7 Metron 7 SIAM Journal on Imaging Sciences 7 Statistics Surveys 7 Journal of Probability and Statistics 7 Dependence Modeling 6 Information Sciences 6 SIAM Journal on Numerical Analysis 6 Computers & Operations Research 6 Monte Carlo Methods and Applications 6 Mathematical Problems in Engineering 6 Journal of the Royal Statistical Society. Series B. Statistical Methodology 6 Quantitative Finance 5 Stochastic Analysis and Applications 5 International Journal of Approximate Reasoning 5 Neural Computation 5 Statistica Sinica 5 Australian & New Zealand Journal of Statistics 5 Chaos 5 Data Mining and Knowledge Discovery 5 ASTIN Bulletin 5 Statistical Analysis and Data Mining 5 Science China. 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Japanese Issue 3 Bulletin of the Australian Mathematical Society 3 Bulletin of Mathematical Biology 3 Journal of Applied Probability 3 Operations Research 3 SIAM Journal on Matrix Analysis and Applications 3 Annals of Operations Research ...and 168 more Journals all top 5 Cited in 46 Fields 2,180 Statistics (62-XX) 607 Numerical analysis (65-XX) 392 Probability theory and stochastic processes (60-XX) 130 Computer science (68-XX) 103 Biology and other natural sciences (92-XX) 100 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 91 Operations research, mathematical programming (90-XX) 39 Partial differential equations (35-XX) 31 Combinatorics (05-XX) 31 Information and communication theory, circuits (94-XX) 29 Statistical mechanics, structure of matter (82-XX) 29 Geophysics (86-XX) 29 Systems theory; control (93-XX) 24 Linear and multilinear algebra; matrix theory (15-XX) 17 Harmonic analysis on Euclidean spaces (42-XX) 15 Calculus of variations and optimal control; optimization (49-XX) 12 Dynamical systems and ergodic theory (37-XX) 11 Fluid mechanics (76-XX) 8 Mechanics of deformable solids (74-XX) 7 Real functions (26-XX) 7 Ordinary differential equations (34-XX) 6 Approximations and expansions (41-XX) 6 Optics, electromagnetic theory (78-XX) 5 Functional analysis (46-XX) 5 Operator theory (47-XX) 5 Astronomy and astrophysics (85-XX) 4 Special functions (33-XX) 3 History and biography (01-XX) 3 Integral equations (45-XX) 3 Differential geometry (53-XX) 3 Global analysis, analysis on manifolds (58-XX) 2 Number theory (11-XX) 2 Commutative algebra (13-XX) 2 Potential theory (31-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Integral transforms, operational calculus (44-XX) 2 Convex and discrete geometry (52-XX) 2 Mechanics of particles and systems (70-XX) 2 Relativity and gravitational theory (83-XX) 2 Mathematics education (97-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Measure and integration (28-XX) 1 Difference and functional equations (39-XX) 1 Algebraic topology (55-XX) 1 Quantum theory (81-XX) Citations by Year