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: Journal; Indexed cover-to-cover Documents Indexed: 1,204 Publications (since 2002) References Indexed: 1,180 Publications with 45,876 References. all top 5 Latest Issues 34, No. 1 (2024) 33, No. 6 (2023) 33, No. 5 (2023) 33, No. 4 (2023) 33, No. 3 (2023) 33, No. 2 (2023) 33, No. 1 (2023) 32, No. 6 (2022) 32, No. 5 (2022) 32, No. 4 (2022) 32, No. 3 (2022) 32, No. 2 (2022) 32, No. 1 (2022) 31, No. 6 (2021) 31, No. 5 (2021) 31, No. 4 (2021) 31, No. 3 (2021) 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 18 Jasra, Ajay 14 Kneib, Thomas 12 Drovandi, Christopher C. 12 Nott, David John 11 Friel, Nial 9 Särkkä, Simo 8 Eckley, Idris A. 8 Fearnhead, Paul 8 Griffin, Jim E. 8 Mayo-Iscar, Agustin 8 Robin, Stéphane 8 Tempone, Raúl F. 7 Bouveyron, Charles 7 Cao, Jiguo 7 Corander, Jukka 7 Forbes, Florence 7 García-Escudero, Luis Angel 7 Kypraios, Theodore 7 Míguez, Joaquín 7 Moulines, Eric 7 Ntzoufras, Ioannis 7 Oates, Chris J. 7 Robert, Christian P. 7 Tran, Minh Ngoc 7 Vehtari, Aki 7 Walker, Stephen Grahm 6 Golightly, Andrew 6 Heard, Nicholas A. 6 Latouche, Pierre 6 Liang, Faming 6 McLachlan, Geoffrey John 6 Nunes, Matthew A. 6 Roberts, Gareth O. 6 Rue, Håvard 6 Tutz, Gerhard E. 6 Wang, Yong 6 Wong, Wengkee 5 Adams, Niall M. 5 Ben Rached, Nadhir 5 Chen, Ray-Bing 5 Dellaportas, Petros 5 Duarte, Belmiro P. M. 5 Farcomeni, Alessio 5 Gelman, Andrew 5 Genton, Marc G. 5 Girard, Stéphane 5 Greselin, Francesca 5 Hennig, Philipp 5 Huang, Jianhua Z. 5 Kohn, Robert J. 5 Kottas, Athanasios 5 Lian, Heng 5 Mrkvička, Tomáš 5 Olsson, Jimmy 5 Pettitt, Anthony N. 5 Rosenthal, Jeffrey S. 5 Singh, Sumeetpal Sidhu 5 Sisson, Scott A. 5 Yan, Jun 5 Zhu, Lixing 4 Alfò, Marco 4 Beskos, Alexandros 4 Chopin, Nicolas 4 Everitt, Richard Geoffrey 4 Fort, Gersende 4 Fried, Roland 4 Galimberti, Giuliano 4 Hahn, Georg 4 Hothorn, Torsten 4 Husmeier, Dirk 4 Johansen, Adam M. 4 Josse, Julie 4 Kaski, Samuel 4 Marra, Giampiero 4 Mateu, Jorge 4 McNicholas, Paul D. 4 Meligkotsidou, Loukia 4 Murphy, Thomas Brendan 4 Nason, Guy P. 4 Pereyra, Marcelo 4 Picheny, Victor 4 Prates, Marcos Oliveira 4 Preston, Simon P. 4 Salmaso, Luigi 4 Sherlock, Chris 4 Soffritti, Gabriele 4 Song, Xinyuan 4 Stuart, Andrew M. 4 Sullivan, Tim 4 Tan, Linda S. L. 4 Tjelmeland, Håkon 4 Tsagris, Michail 4 Viroli, Cinzia 4 Wilkinson, Darren James 4 Wood, Andrew T. A. 4 Wood, Simon N. 3 Ahfock, Daniel C. 3 Akyildiz, Ömer Deniz 3 Allard, Denis 3 Alquier, Pierre ...and 2,179 more Authors all top 5 Fields 1,180 Statistics (62-XX) 362 Numerical analysis (65-XX) 200 Probability theory and stochastic processes (60-XX) 74 Computer science (68-XX) 45 Operations research, mathematical programming (90-XX) 29 Biology and other natural sciences (92-XX) 21 Combinatorics (05-XX) 19 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Geophysics (86-XX) 13 Information and communication theory, circuits (94-XX) 11 Systems theory; control (93-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 5 General and overarching topics; collections (00-XX) 5 History and biography (01-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 4 Dynamical systems and ergodic theory (37-XX) 3 Partial differential equations (35-XX) 3 Functional analysis (46-XX) 3 Differential geometry (53-XX) 2 Commutative algebra (13-XX) 2 Approximations and expansions (41-XX) 2 Integral transforms, operational calculus (44-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 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Algebraic topology (55-XX) 1 Optics, electromagnetic theory (78-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 824 Publications have been cited 6,639 times in 4,703 Documents Cited by ▼ Year ▼ Understanding predictive information criteria for Bayesian models. Zbl 1332.62090 Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 146 2014 Approximate Bayesian computational methods. Zbl 1252.62022 Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P.; Ryder, Robin J. 140 2012 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 1505.62408 Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 119 2017 Slice sampling mixture models. Zbl 1256.65006 Kalli, Maria; Griffin, Jim E.; Walker, Stephen G. 103 2011 An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025 Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 100 2012 On Bayesian model and variable selection using MCMC. Zbl 1247.62086 Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 86 2002 Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. 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Zbl 1252.62062 Andrews, Jeffrey L.; Mcnicholas, Paul D. 51 2012 Design of computer experiments: space filling and beyond. Zbl 1252.62080 Pronzato, Luc; Müller, Werner G. 50 2012 Cases for the nugget in modeling computer experiments. Zbl 1252.62098 Gramacy, Robert B.; Lee, Herbert K. H. 45 2012 Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122 Alquier, P.; Friel, N.; Everitt, R.; Boland, A. 41 2016 A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343 Yang, Yi; Zou, Hui 40 2015 Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models. Zbl 1420.60020 Lee, Sharon X.; McLachlan, Geoffrey J. 40 2016 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171 Andrews, Jeffrey L.; McNicholas, Paul D. 40 2011 D-optimal designs via a cocktail algorithm. 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Zbl 1360.65040 Bierkens, Joris 33 2016 Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024 Vihola, Matti 33 2012 Filtering via approximate Bayesian computation. Zbl 1252.62093 Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma 33 2012 Proximal Markov chain Monte Carlo algorithms. Zbl 1505.62315 Pereyra, Marcelo 32 2016 On optimal multiple changepoint algorithms for large data. Zbl 1505.62269 Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul 32 2017 Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126 Xue, Liugen; Pang, Zhen 32 2013 Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113 Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong 31 2014 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012 Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 31 2015 Sequential Monte Carlo on large binary sampling spaces. 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Zbl 1322.62136 Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 24 2013 Fast simulation of truncated Gaussian distributions. Zbl 1284.65015 Chopin, Nicolas 23 2011 Towards optimal scaling of Metropolis-coupled Markov chain Monte Carlo. Zbl 1223.65001 Atchadé, Yves F.; Roberts, Gareth O.; Rosenthal, Jeffrey S. 22 2011 Bayesian quantile regression for single-index models. Zbl 1325.62089 Hu, Yuao; Gramacy, Robert B.; Lian, Heng 21 2013 Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006 Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo 21 2014 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100 García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 21 2015 Maximum likelihood inference for mixtures of skew Student-\(t\)-normal distributions through practical EM-type algorithms. Zbl 1322.62087 Ho, Hsiu J.; Pyne, Saumyadipta; Lin, Tsung I. 21 2012 Model based labeling for mixture models. Zbl 1322.62047 Yao, Weixin 21 2012 Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011 Campbell, David; Steele, Russell J. 21 2012 Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316 Solin, Arno; Särkkä, Simo 21 2020 Layered adaptive importance sampling. Zbl 1505.62276 Martino, L.; Elvira, V.; Luengo, D.; Corander, J. 20 2017 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023 Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 20 2015 A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049 Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas 20 2012 Approximation and sampling of multivariate probability distributions in the tensor train decomposition. Zbl 1436.62192 Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert 20 2020 Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015 Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel 20 2012 A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155 Pesarin, Fortunato; Salmaso, Luigi 19 2012 Improving power posterior estimation of statistical evidence. Zbl 1322.62098 Friel, Nial; Hurn, Merrilee; Wyse, Jason 19 2014 A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems. Zbl 1274.62400 Kojadinovic, Ivan; Yan, Jun 19 2011 Model-based clustering using copulas with applications. Zbl 1505.62233 Kosmidis, Ioannis; Karlis, Dimitris 18 2016 Generating generalized inverse Gaussian random variates. Zbl 1325.62031 Hörmann, Wolfgang; Leydold, Josef 18 2014 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122 Gollini, Isabella; Murphy, Thomas Brendan 18 2014 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158 Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 18 2015 Flexible mixture modeling via the multivariate \(t\) distribution with the Box-Cox transformation: an alternative to the skew-\(t\) distribution. Zbl 1322.62173 Lo, Kenneth; Gottardo, Raphael 18 2012 Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003 Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio 18 2013 Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194 Hirose, Kei; Yamamoto, Michio 18 2015 Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120 Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien 18 2012 Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. Zbl 1325.62008 Browne, Ryan P.; McNicholas, Paul D. 17 2014 Bootstrapping and permuting paired \(t\)-test type statistics. Zbl 1325.62097 Konietschke, Frank; Pauly, Markus 17 2014 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 1505.62229 Klein, Nadja; Kneib, Thomas 17 2016 EM for mixtures. Initialization requires special care. Zbl 1331.62301 Baudry, Jean-Patrick; Celeux, Gilles 17 2015 Straightforward intermediate rank tensor product smoothing in mixed models. Zbl 1322.62197 Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J. 17 2013 Ensemble Kalman inversion: mean-field limit and convergence analysis. Zbl 1462.62023 Ding, Zhiyan; Li, Qin 17 2021 Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106 Soffritti, Gabriele; Galimberti, Giuliano 17 2011 Minimax optimal designs via particle swarm optimization methods. Zbl 1332.62265 Chen, Ray-Bing; Chang, Shin-Perng; Wang, Weichung; Tung, Heng-Chih; Wong, Weng Kee 17 2015 Probabilistic solutions to ordinary differential equations as nonlinear Bayesian filtering: a new perspective. Zbl 1435.65020 Tronarp, Filip; Kersting, Hans; Särkkä, Simo; Hennig, Philipp 17 2019 A modern retrospective on probabilistic numerics. Zbl 1431.60002 Oates, C. J.; Sullivan, T. J. 17 2019 Gaussian variational approximation with sparse precision matrices. Zbl 1384.62105 Tan, Linda S. L.; Nott, David J. 16 2018 Fast covariance estimation for sparse functional data. Zbl 1384.62142 Xiao, Luo; Li, Cai; Checkley, William; Crainiceanu, Ciprian 16 2018 Computing projection depth and its associated estimators. Zbl 1325.62014 Liu, Xiaohui; Zuo, Yijun 16 2014 Fast covariance estimation for high-dimensional functional data. Zbl 1342.62094 Xiao, Luo; Zipunnikov, Vadim; Ruppert, David; Crainiceanu, Ciprian 16 2016 An adaptive-to-model test for partially parametric single-index models. Zbl 1505.62451 Zhu, Xuehu; Guo, Xu; Zhu, Lixing 16 2017 A probabilistic model for the numerical solution of initial value problems. Zbl 1505.62361 Schober, Michael; Särkkä, Simo; Hennig, Philipp 16 2019 Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198 Zhang, Yanwei 16 2013 Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027 Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane 16 2012 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022 Peters, G. W.; Fan, Y.; Sisson, S. A. 16 2012 Extending mixtures of multivariate \(t\)-factor analyzers. 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Zbl 1484.62002 Eigel, Martin; Gruhlke, Robert; Marschall, Manuel 4 2022 Proximal nested sampling for high-dimensional Bayesian model selection. Zbl 1496.62005 Cai, Xiaohao; McEwen, Jason D.; Pereyra, Marcelo 3 2022 On automatic bias reduction for extreme expectile estimation. Zbl 1495.62010 Girard, Stéphane; Stupfler, Gilles; Usseglio-Carleve, Antoine 3 2022 Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. Zbl 1486.62010 van den Boom, Willem; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G. 3 2022 Stochastic approximation cut algorithm for inference in modularized Bayesian models. Zbl 1477.62013 Liu, Yang; Goudie, Robert J. B. 3 2022 The recursive variational Gaussian approximation (R-VGA). Zbl 1477.62012 Lambert, Marc; Bonnabel, Silvère; Bach, Francis 3 2022 Ensemble Kalman filter based sequential Monte Carlo sampler for sequential Bayesian inference. Zbl 1482.62021 Wu, Jiangqi; Wen, Linjie; Green, Peter L.; Li, Jinglai; Maskell, Simon 2 2022 Automatic zig-zag sampling in practice. Zbl 1499.62015 Corbella, Alice; Spencer, Simon E. F.; Roberts, Gareth O. 2 2022 Interpolating log-determinant and trace of the powers of matrix \(\mathbf{A}+ t\mathbf{B}\). Zbl 1499.62010 Ameli, Siavash; Shadden, Shawn C. 2 2022 Optimal scaling of random walk Metropolis algorithms using Bayesian large-sample asymptotics. Zbl 1484.62012 Schmon, Sebastian M.; Gagnon, Philippe 2 2022 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 2 2022 Sequential sampling of junction trees for decomposable graphs. Zbl 1496.62019 Olsson, Jimmy; Pavlenko, Tatjana; Rios, Felix L. 2 2022 A comparison of likelihood-free methods with and without summary statistics. 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Zbl 1484.62003 Guan, Tianyu; Lin, Zhenhua; Groves, Kevin; Cao, Jiguo 1 2022 Fast Bayesian inversion for high dimensional inverse problems. Zbl 1484.62005 Kugler, Benoit; Forbes, Florence; Douté, Sylvain 1 2022 Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. Zbl 1484.62001 Abdulle, Assyr; Pavliotis, Grigorios A.; Zanoni, Andrea 1 2022 Rate-optimal refinement strategies for local approximation MCMC. Zbl 1495.62009 Davis, Andrew D.; Marzouk, Youssef; Smith, Aaron; Pillai, Natesh 1 2022 A 4D-Var method with flow-dependent background covariances for the shallow-water equations. Zbl 1495.62013 Paulin, Daniel; Jasra, Ajay; Beskos, Alexandros; Crisan, Dan 1 2022 A joint estimation approach to sparse additive ordinary differential equations. Zbl 1495.62016 Zhang, Nan; Nanshan, Muye; Cao, Jiguo 1 2022 Exact simulation of normal tempered stable processes of OU type with applications. 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Zbl 1477.62006 García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco 1 2022 An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. Zbl 1477.62004 Dutang, Christophe; Guibert, Quentin 1 2022 Learning from missing data with the binary latent block model. Zbl 1477.62005 Frisch, Gabriel; Leger, Jean-Benoist; Grandvalet, Yves 1 2022 Wavelet-based robust estimation and variable selection in nonparametric additive models. Zbl 1477.62003 Amato, Umberto; Antoniadis, Anestis; Feis, Italia De; Gijbels, Irène 1 2022 Product-form estimators: exploiting independence to scale up Monte Carlo. Zbl 1477.62011 Kuntz, Juan; Crucinio, Francesca R.; Johansen, Adam M. 1 2022 Optimally adaptive Bayesian spectral density estimation for stationary and nonstationary processes. Zbl 1490.62017 James, Nick; Menzies, Max 1 2022 Real time anomaly detection and categorisation. Zbl 1490.62014 Fisch, Alexander T. 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H.; Lu, Deng 5 2021 Exploiting low-rank covariance structures for computing high-dimensional normal and Student-\(t\) probabilities. Zbl 1461.62014 Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M. 5 2021 Implicitly adaptive importance sampling. Zbl 1475.62053 Paananen, Topi; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 4 2021 Efficient stochastic optimisation by unadjusted Langevin Monte Carlo. Application to maximum marginal likelihood and empirical Bayesian estimation. Zbl 1475.62026 De Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo; Vidal, Ana F. 4 2021 Accelerating sequential Monte Carlo with surrogate likelihoods. Zbl 1475.62020 Bon, Joshua J.; Lee, Anthony; Drovandi, Christopher 4 2021 Robust fitting for generalized additive models for location, scale and shape. Zbl 1461.62008 Aeberhard, William H.; Cantoni, Eva; Marra, Giampiero; Radice, Rosalba 4 2021 Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance. Zbl 1477.62008 Hooker, Giles; Mentch, Lucas; Zhou, Siyu 4 2021 Regularized bi-directional co-clustering. Zbl 1475.62012 Affeldt, Séverine; Labiod, Lazhar; Nadif, Mohamed 3 2021 Locally induced Gaussian processes for large-scale simulation experiments. Zbl 1475.62023 Cole, D. Austin; Christianson, Ryan B.; Gramacy, Robert B. 3 2021 Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation. Zbl 1475.62048 Lyu, Xiong; Binois, Mickaël; Ludkovski, Michael 3 2021 Control variate selection for Monte Carlo integration. Zbl 1475.62046 Leluc, Rémi; Portier, François; Segers, Johan 3 2021 Scalable Bayesian inference for self-excitatory stochastic processes applied to big American gunfire data. Zbl 1461.62018 Holbrook, Andrew J.; Loeffler, Charles E.; Flaxman, Seth R.; Suchard, Marc A. 3 2021 Generalized parallel tempering on Bayesian inverse problems. Zbl 1476.62015 Latz, Jonas; Madrigal-Cianci, Juan P.; Nobile, Fabio; Tempone, Raúl 3 2021 Deep state-space Gaussian processes. Zbl 1475.62068 Zhao, Zheng; Emzir, Muhammad; Särkkä, Simo 3 2021 Bayesian additive regression trees with model trees. Zbl 1475.62055 Prado, Estevão B.; Moral, Rafael A.; Parnell, Andrew C. 2 2021 Deep mixtures of unigrams for uncovering topics in textual data. Zbl 1475.62063 Viroli, Cinzia; Anderlucci, Laura 2 2021 Bayesian ODE solvers: the maximum a posteriori estimate. Zbl 1475.62061 Tronarp, Filip; Särkkä, Simo; Hennig, Philipp 2 2021 Sequential Bayesian optimal experimental design for structural reliability analysis. Zbl 1475.62013 Agrell, Christian; Dahl, Kristina Rognlien 2 2021 A robust and efficient algorithm to find profile likelihood confidence intervals. Zbl 1475.62031 Fischer, Samuel M.; Lewis, Mark A. 2 2021 Improved inference for areal unit count data using graph-based optimisation. Zbl 1475.62045 Lee, Duncan; Meeks, Kitty; Pettersson, William 2 2021 Bayesian numerical methods for nonlinear partial differential equations. Zbl 1475.62064 Wang, Junyang; Cockayne, Jon; Chkrebtii, Oksana; Sullivan, T. J.; Oates, Chris. J. 2 2021 Ensemble slice sampling. Parallel, black-box and gradient-free inference for correlated & multimodal distributions. Zbl 1475.62040 Karamanis, Minas; Beutler, Florian 2 2021 A parallel evolutionary multiple-try Metropolis Markov chain Monte Carlo algorithm for sampling spatial partitions. Zbl 1461.62016 Cho, Wendy K. Tam; Liu, Yan Y. 2 2021 Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models. Zbl 1476.62013 Goldman, Jacob Vorstrup; Singh, Sumeetpal S. 2 2021 A Metropolis-class sampler for targets with non-convex support. Zbl 1475.62051 Moriarty, John; Vogrinc, Jure; Zocca, Alessandro 2 2021 Efficient importance sampling for large sums of independent and identically distributed random variables. Zbl 1475.62018 Ben Rached, Nadhir; Haji-Ali, Abdul-Lateef; Rubino, Gerardo; Tempone, Raúl 2 2021 Ensemble sampler for infinite-dimensional inverse problems. Zbl 1475.62024 Coullon, Jeremie; Webber, Robert J. 1 2021 Efficient EM-variational inference for nonparametric Hawkes process. Zbl 1475.62069 Zhou, Feng; Luo, Simon; Li, Zhidong; Fan, Xuhui; Wang, Yang; Sowmya, Arcot; Chen, Fang 1 2021 Fast incremental expectation maximization for finite-sum optimization: nonasymptotic convergence. Zbl 1475.62032 Fort, G.; Gach, P.; Moulines, E. 1 2021 ...and 724 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 7,749 Authors 47 McNicholas, Paul D. 46 Jasra, Ajay 38 Drovandi, Christopher C. 30 Kneib, Thomas 30 Lin, Tsung I. 27 Nott, David John 26 Lian, Heng 26 Punzo, Antonio 26 Walker, Stephen Grahm 22 Mayo-Iscar, Agustin 21 Browne, Ryan P. 21 Fearnhead, Paul 21 García-Escudero, Luis Angel 21 Lachos Dávila, Víctor Hugo 20 Friel, Nial 20 McLachlan, Geoffrey John 20 Wang, Wan-Lun 19 Zhang, Jun 18 Farcomeni, Alessio 18 Stuart, Andrew M. 18 Vehtari, Aki 18 Yao, Weixin 17 Bouveyron, Charles 17 Mateu, Jorge 17 Ntzoufras, Ioannis 17 Oates, Chris J. 17 Tran, Minh Ngoc 16 Roberts, Gareth O. 16 Sisson, Scott A. 15 Girolami, Mark A. 15 Klein, Nadja 15 Marra, Giampiero 15 Murphy, Thomas Brendan 15 Pauly, Markus 15 Pettitt, Anthony N. 14 Corander, Jukka 14 Dellaportas, Petros 14 Genton, Marc G. 14 Lee, Sharon X. 14 Martino, Luca 14 Pereyra, Marcelo 14 Rosenthal, Jeffrey S. 13 Bachoc, François 13 Dunson, David Brian 13 Ingrassia, Salvatore 13 Lelièvre, Tony 13 Song, Xinyuan 12 Arellano-Valle, Reinaldo Boris 12 Cao, Jiguo 12 Eckley, Idris A. 12 Ginsbourger, David 12 Golightly, Andrew 12 Kohn, Robert J. 12 Riani, Marco 12 Singh, Sumeetpal Sidhu 12 Tjøstheim, Dag B. 11 Beskos, Alexandros 11 Cerioli, Andrea 11 Chen, Ray-Bing 11 Chen, Xiaolin 11 Del Moral, Pierre 11 Elvira, Víctor 11 Forbes, Florence 11 Greselin, Francesca 11 Jamalizadeh, Ahad 11 Latz, Jonas 11 Maruotti, Antonello 11 McGree, James M. 11 Moulines, Eric 11 Müller, Peter 11 Porcu, Emilio 11 Quintana, Fernando Andrés 11 Särkkä, Simo 11 Tempone, Raúl F. 11 Wong, Wengkee 11 Zhigljavsky, Anatoly A. 10 Atkinson, Anthony C. 10 Barabesi, Lucio 10 Castro, Luis Mauricio 10 Duarte, Belmiro P. M. 10 Greven, Sonja 10 Griffin, Jim E. 10 Johansen, Adam M. 10 Kantas, Nikolas 10 Lai, Peng 10 Law, Kody J. H. 10 Mulder, Joris 10 Radice, Rosalba 10 Robert, Christian P. 10 Salmaso, Luigi 10 Sherlock, Chris 10 Soize, Christian 10 Yang, Hu 10 Zhao, Weihua 10 Zhu, Lixing 9 Alhamzawi, Rahim 9 Bazán, Jorge Luis 9 Biernacki, Christophe 9 Casarin, Roberto 9 Crisan, Dan O. ...and 7,649 more Authors all top 5 Cited in 375 Journals 473 Statistics and Computing 334 Computational Statistics and Data Analysis 160 Journal of Statistical Computation and Simulation 140 Journal of Computational and Graphical Statistics 126 Computational Statistics 120 Electronic Journal of Statistics 111 The Annals of Applied Statistics 105 Journal of the American Statistical Association 105 Journal of Applied Statistics 103 Journal of Multivariate Analysis 102 Communications in Statistics. 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