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: 973 Publications (since 2002) References Indexed: 948 Publications with 35,750 References. all top 5 Latest Issues 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 11 Friel, Nial 11 Kneib, Thomas 10 Nott, David John 9 Drovandi, Christopher C. 9 Särkkä, Simo 8 Cao, Jiguo 8 Eckley, Idris A. 8 Hooker, Giles 8 Robin, Stéphane 7 Fearnhead, Paul 7 Griffin, Jim E. 7 Mayo-Iscar, Agustin 7 Míguez, Joaquín 7 Ntzoufras, Ioannis 7 Oates, Chris J. 7 Tran, Minh Ngoc 6 Bouveyron, Charles 6 Forbes, Florence 6 García-Escudero, Luis Angel 6 Kypraios, Theodore 6 Liang, Faming 6 McLachlan, Geoffrey John 6 Moulines, Eric 6 Nunes, Matthew A. 6 Tempone, Raúl F. 6 Tutz, Gerhard E. 6 Vehtari, Aki 6 Walker, Stephen Grahm 5 Corander, Jukka 5 Golightly, Andrew 5 Greselin, Francesca 5 Heard, Nicholas A. 5 Hennig, Philipp 5 Huang, Jianhua Z. 5 Kottas, Athanasios 5 Latouche, Pierre 5 Lian, Heng 5 Pettitt, Anthony N. 5 Picheny, Victor 5 Roberts, Gareth O. 5 Singh, Sumeetpal S. 5 Wong, Wengkee 5 Zhu, Lixing 4 Beskos, Alexandros 4 Chen, Ray-Bing 4 Chopin, Nicolas 4 Dellaportas, Petros 4 Duarte, Belmiro P. M. 4 Everitt, Richard Geoffrey 4 Farcomeni, Alessio 4 Fried, Roland 4 Galimberti, Giuliano 4 Gelman, Andrew 4 Genton, Marc G. 4 Hahn, Georg 4 Josse, Julie 4 Kohn, Robert J. 4 Marra, Giampiero 4 Mateu, Jorge 4 McNicholas, Paul D. 4 Meligkotsidou, Loukia 4 Mrkvička, Tomáš 4 Murphy, Thomas Brendan 4 Preston, Simon P. 4 Rue, Håvard 4 Salmaso, Luigi 4 Sherlock, Chris 4 Sisson, Scott A. 4 Soffritti, Gabriele 4 Stuart, Andrew M. 4 Tan, Linda S. L. 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 Ben Rached, Nadhir 3 Botev, Zdravko I. 3 Cappozzo, Andrea 3 Caron, François 3 Celeux, Gilles 3 Corneli, Marco 3 Crisan, Dan O. 3 Del Moral, Pierre 3 Doucet, Arnaud 3 Eidsvik, Jo 3 Forster, Jonathan J. 3 Fort, Gersende 3 Gillespie, Colin S. 3 Girard, Stéphane 3 Gordaliza, Alfonso 3 Gramacy, Robert B. 3 Grandvalet, Yves 3 Guédon, Yann 3 Gunawan, David ...and 1,683 more Authors all top 5 Fields 946 Statistics (62-XX) 311 Numerical analysis (65-XX) 156 Probability theory and stochastic processes (60-XX) 45 Computer science (68-XX) 31 Operations research, mathematical programming (90-XX) 23 Biology and other natural sciences (92-XX) 18 Combinatorics (05-XX) 13 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Geophysics (86-XX) 10 Information and communication theory, circuits (94-XX) 8 Systems theory; control (93-XX) 7 Harmonic analysis on Euclidean spaces (42-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 Dynamical systems and ergodic theory (37-XX) 3 Functional analysis (46-XX) 3 Differential geometry (53-XX) 2 Commutative algebra (13-XX) 2 Partial differential equations (35-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 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 694 Publications have been cited 4,722 times in 3,484 Documents Cited by ▼ Year ▼ Approximate Bayesian computational methods. Zbl 1252.62022Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J. 113 2012 Understanding predictive information criteria for Bayesian models. Zbl 1332.62090Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 98 2014 Slice sampling mixture models. Zbl 1256.65006Kalli, Maria; Griffin, Jim E.; Walker, Stephen G. 88 2011 An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 80 2012 On Bayesian model and variable selection using MCMC. Zbl 1247.62086Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 78 2002 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 06737719Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 59 2017 Slope heuristics: overview and implementation. Zbl 1322.62007Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand 58 2012 Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107Lee, Sharon; McLachlan, Geoffrey J. 56 2014 Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359Breheny, Patrick; Huang, Jian 50 2015 Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor 50 2012 Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. Zbl 1252.62062Andrews, Jeffrey L.; Mcnicholas, Paul D. 45 2012 Sequential Monte Carlo for rare event estimation. Zbl 1252.62083Cérou, Frédéric; Del Moral, Pierre; Furon, Teddy; Guyader, Arnaud 42 2012 Cases for the nugget in modeling computer experiments. Zbl 1252.62098Gramacy, Robert B.; Lee, Herbert K. H. 39 2012 Design of computer experiments: space filling and beyond. Zbl 1252.62080Pronzato, Luc; Müller, Werner G. 38 2012 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171Andrews, Jeffrey L.; McNicholas, Paul D. 36 2011 D-optimal designs via a cocktail algorithm. Zbl 1270.62107Yu, Yaming 35 2011 Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122Alquier, P.; Friel, N.; Everitt, R.; Boland, A. 32 2016 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. 31 2016 A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. Zbl 1332.62204Forbes, Florence; Wraith, Darren 28 2014 Filtering via approximate Bayesian computation. Zbl 1252.62093Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma 28 2012 Numerical maximum likelihood estimation for the \(g\)-and-\(k\) and generalized \(g\)-and-\(h\) distributions. Zbl 1247.62069Rayner, G. D.; MacGillivray, H. L. 28 2002 Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina 28 2016 Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206Farcomeni, Alessio 27 2012 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 27 2011 Hierarchical Bayesian level set inversion. Zbl 1384.62084Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M. 27 2017 Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126Xue, Liugen; Pang, Zhen 26 2013 Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong 26 2014 Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024Vihola, Matti 26 2012 Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002Botev, Zdravko I.; Kroese, Dirk P. 25 2012 Estimation and selection for the latent block model on categorical data. Zbl 1331.62149Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard 25 2015 Non-reversible Metropolis-Hastings. Zbl 1360.65040Bierkens, Joris 24 2016 Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando 24 2012 Block clustering with collapsed latent block models. Zbl 1322.62046Wyse, Jason; Friel, Nial 24 2012 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 24 2015 A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343Yang, Yi; Zou, Hui 24 2015 Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144Zhou, Tingyou; Zhu, Liping 23 2017 Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083Viroli, Cinzia 22 2011 Towards optimal scaling of Metropolis-coupled Markov chain Monte Carlo. Zbl 1223.65001Atchadé, Yves F.; Roberts, Gareth O.; Rosenthal, Jeffrey S. 22 2011 Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos 22 2017 Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. Zbl 1325.62139Groll, Andreas; Tutz, Gerhard 21 2014 Linear quantile mixed models. Zbl 1325.62010Geraci, Marco; Bottai, Matteo 21 2014 Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035Schäfer, Christian; Chopin, Nicolas 21 2013 Shape constrained additive models. Zbl 1331.62367Pya, Natalya; Wood, Simon N. 21 2015 Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336Li, Gaorong; Lai, Peng; Lian, Heng 21 2015 Delayed acceptance particle MCMC for exact inference in stochastic kinetic models. Zbl 1332.60117Golightly, Andrew; Henderson, Daniel A.; Sherlock, Chris 20 2015 Comparison of Bayesian predictive methods for model selection. Zbl 06737693Piironen, Juho; Vehtari, Aki 20 2017 Smoothing combined estimating equations in quantile regression for longitudinal data. Zbl 1325.62141Leng, Chenlei; Zhang, Weiping 19 2014 Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162Bouveyron, Charles; Brunet, Camille 19 2012 An advancement in clustering via nonparametric density estimation. Zbl 1322.62175Menardi, Giovanna; Azzalini, Adelchi 19 2014 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. 19 2015 On optimal multiple changepoint algorithms for large data. Zbl 06697671Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul 19 2017 Bayesian quantile regression for single-index models. Zbl 1325.62089Hu, Yuao; Gramacy, Robert B.; Lian, Heng 18 2013 Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo 18 2014 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 18 2015 A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems. Zbl 1274.62400Kojadinovic, Ivan; Yan, Jun 18 2011 Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel 18 2012 Proximal Markov chain Monte Carlo algorithms. Zbl 06604163Pereyra, Marcelo 18 2016 Likelihood-free inference via classification. Zbl 1384.62089Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka 18 2018 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 17 2012 Model based labeling for mixture models. Zbl 1322.62047Yao, Weixin 17 2012 Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011Campbell, David; Steele, Russell J. 17 2012 A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155Pesarin, Fortunato; Salmaso, Luigi 17 2012 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122Gollini, Isabella; Murphy, Thomas Brendan 17 2014 Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien 17 2012 A computationally efficient nonparametric approach for changepoint detection. Zbl 06737712Haynes, Kaylea; Fearnhead, Paul; Eckley, Idris A. 17 2017 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. 16 2012 A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas 16 2012 On confidence intervals for semiparametric expectile regression. Zbl 1322.62136Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 16 2013 Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio 15 2013 Improving power posterior estimation of statistical evidence. Zbl 1322.62098Friel, Nial; Hurn, Merrilee; Wyse, Jason 15 2014 Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106Soffritti, Gabriele; Galimberti, Giuliano 15 2011 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175Andrews, Jeffrey L.; Mcnicholas, Paul D. 15 2011 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169Klein, Nadja; Kneib, Thomas 15 2016 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 15 2018 Computing projection depth and its associated estimators. Zbl 1325.62014Liu, Xiaohui; Zuo, Yijun 14 2014 Multilevel structured additive regression. Zbl 1325.62179Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas 14 2014 Model-based clustering using copulas with applications. Zbl 06652996Kosmidis, Ioannis; Karlis, Dimitris 14 2016 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 14 2015 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 14 2015 Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194Hirose, Kei; Yamamoto, Michio 14 2015 Fast simulation of truncated Gaussian distributions. Zbl 1284.65015Chopin, Nicolas 14 2011 Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane 14 2012 Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P. 14 2002 Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. Zbl 1325.62008Browne, Ryan P.; McNicholas, Paul D. 13 2014 Copula regression spline models for binary outcomes. Zbl 06652990Radice, Rosalba; Marra, Giampiero; Wojtyś, Małgorzata 13 2016 Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198Zhang, Yanwei 13 2013 EM for mixtures. Initialization requires special care. Zbl 1331.62301Baudry, Jean-Patrick; Celeux, Gilles 13 2015 Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203Farcomeni, Alessio 13 2014 Minimax optimal designs via particle swarm optimization methods. Zbl 1332.62265Chen, Ray-Bing; Chang, Shin-Perng; Wang, Weichung; Tung, Heng-Chih; Wong, Weng Kee 13 2015 Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061Arlot, Sylvain; Celisse, Alain 13 2011 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 13 2012 Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. Zbl 1331.90102Picheny, Victor 12 2015 Stochastic matching pursuit for Bayesian variable selection. Zbl 1254.62027Chen, Ray-bing; Chu, Chi-hsiang; Lai, Te-you; Wu, Ying Nian 12 2011 A quasi-Newton acceleration for high-dimensional optimization algorithms. Zbl 1284.90095Zhou, Hua; Alexander, David; Lange, Kenneth 12 2011 Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A. 12 2017 Improved bridge constructs for stochastic differential equations. Zbl 1384.65011Whitaker, Gavin A.; Golightly, Andrew; Boys, Richard J.; Sherlock, Chris 12 2017 Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316Solin, Arno; Särkkä, Simo 12 2020 An adaptive-to-model test for partially parametric single-index models. Zbl 06737706Zhu, Xuehu; Guo, Xu; Zhu, Lixing 12 2017 A comparison of efficient approximations for a weighted sum of chi-squared random variables. Zbl 1342.62012Bodenham, Dean A.; Adams, Niall M. 12 2016 Profile empirical-likelihood inferences for the single-index-coefficient regression model. Zbl 1325.62131Huang, Zhensheng; Zhang, Riquan 11 2013 On the identifiability of Bayesian factor analytic models. Zbl 1484.62008Papastamoulis, Panagiotis; Ntzoufras, Ioannis 1 2022 Cauchy Markov random field priors for Bayesian inversion. Zbl 1484.62013Suuronen, Jarkko; Chada, Neil K.; Roininen, Lassi 1 2022 Updating variational Bayes: fast sequential posterior inference. Zbl 1477.62016Tomasetti, Nathaniel; Forbes, Catherine; Panagiotelis, Anastasios 1 2022 Stochastic approximation cut algorithm for inference in modularized Bayesian models. Zbl 1477.62013Liu, Yang; Goudie, Robert J. B. 1 2022 Ensemble Kalman inversion: mean-field limit and convergence analysis. Zbl 1462.62023Ding, Zhiyan; Li, Qin 5 2021 Robust fitting for generalized additive models for location, scale and shape. Zbl 1461.62008Aeberhard, William H.; Cantoni, Eva; Marra, Giampiero; Radice, Rosalba 2 2021 Convergence rates for optimised adaptive importance samplers. Zbl 1461.62010Akyildiz, Ömer Deniz; Míguez, Joaquín 2 2021 Gaussian process learning via Fisher scoring of Vecchia’s approximation. Zbl 1475.62033Guinness, Joseph 2 2021 Regularized bi-directional co-clustering. Zbl 1475.62012Affeldt, Séverine; Labiod, Lazhar; Nadif, Mohamed 2 2021 Locally induced Gaussian processes for large-scale simulation experiments. Zbl 1475.62023Cole, D. Austin; Christianson, Ryan B.; Gramacy, Robert B. 2 2021 Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation. Zbl 1475.62048Lyu, Xiong; Binois, Mickaël; Ludkovski, Michael 2 2021 Exploiting low-rank covariance structures for computing high-dimensional normal and Student-\(t\) probabilities. Zbl 1461.62014Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M. 1 2021 Scalable Bayesian inference for self-excitatory stochastic processes applied to big American gunfire data. Zbl 1461.62018Holbrook, Andrew J.; Loeffler, Charles E.; Flaxman, Seth R.; Suchard, Marc A. 1 2021 Rank-one multi-reference factor analysis. Zbl 1461.62009Aizenbud, Yariv; Landa, Boris; Shkolnisky, Yoel 1 2021 Regularizing axis-aligned ensembles via data rotations that favor simpler learners. Zbl 1461.62013Blaser, Rico; Fryzlewicz, Piotr 1 2021 Unbiased estimation of the gradient of the log-likelihood in inverse problems. Zbl 1475.62038Jasra, Ajay; Law, Kody J. H.; Lu, Deng 1 2021 Deep mixtures of unigrams for uncovering topics in textual data. Zbl 1475.62063Viroli, Cinzia; Anderlucci, Laura 1 2021 Bayesian ODE solvers: the maximum a posteriori estimate. Zbl 1475.62061Tronarp, Filip; Särkkä, Simo; Hennig, Philipp 1 2021 Efficient stochastic optimisation by unadjusted Langevin Monte Carlo. Application to maximum marginal likelihood and empirical Bayesian estimation. Zbl 1475.62026De Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo; Vidal, Ana F. 1 2021 A piecewise deterministic Monte Carlo method for diffusion bridges. Zbl 1475.62019Bierkens, Joris; Grazzi, Sebastiano; van der Meulen, Frank; Schauer, Moritz 1 2021 A closed-form filter for binary time series. Zbl 1475.62030Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia 1 2021 Improved inference for areal unit count data using graph-based optimisation. Zbl 1475.62045Lee, Duncan; Meeks, Kitty; Pettersson, William 1 2021 Bayesian numerical methods for nonlinear partial differential equations. Zbl 1475.62064Wang, Junyang; Cockayne, Jon; Chkrebtii, Oksana; Sullivan, T. J.; Oates, Chris. J. 1 2021 Ensemble slice sampling. Parallel, black-box and gradient-free inference for correlated & multimodal distributions. Zbl 1475.62040Karamanis, Minas; Beutler, Florian 1 2021 Accelerating sequential Monte Carlo with surrogate likelihoods. Zbl 1475.62020Bon, Joshua J.; Lee, Anthony; Drovandi, Christopher 1 2021 Generalized parallel tempering on Bayesian inverse problems. Zbl 1476.62015Latz, Jonas; Madrigal-Cianci, Juan P.; Nobile, Fabio; Tempone, Raúl 1 2021 A Metropolis-class sampler for targets with non-convex support. Zbl 1475.62051Moriarty, John; Vogrinc, Jure; Zocca, Alessandro 1 2021 Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316Solin, Arno; Särkkä, Simo 12 2020 Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration. Zbl 07241238Abdulle, Assyr; Garegnani, Giacomo 8 2020 Approximation and sampling of multivariate probability distributions in the tensor train decomposition. Zbl 1436.62192Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert 7 2020 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 6 2020 Central quantile subspace. Zbl 1437.62140Christou, Eliana 6 2020 Faster model matrix crossproducts for large generalized linear models with discretized covariates. Zbl 1436.62352Li, Zheyuan; Wood, Simon N. 5 2020 Weight-preserving simulated tempering. Zbl 1431.60082Tawn, Nicholas G.; Roberts, Gareth O.; Rosenthal, Jeffrey S. 5 2020 Weighted likelihood mixture modeling and model-based clustering. Zbl 1436.62255Greco, Luca; Agostinelli, Claudio 5 2020 Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. Zbl 1452.62987Soize, Christian; Ghanem, Roger G.; Desceliers, Christophe 5 2020 Convergence rates of Gaussian ODE filters. Zbl 1451.65098Kersting, Hans; Sullivan, T. J.; Hennig, Philipp 5 2020 The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the \(d\)-sphere. Zbl 1461.62011Alegría, Alfredo; Emery, Xavier; Lantuéjoul, Christian 4 2020 Fast and exact simulation of Gaussian random fields defined on the sphere cross time. Zbl 07174239Cuevas, Francisco; Allard, Denis; Porcu, Emilio 4 2020 Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. Zbl 1436.62337Glaws, Andrew; Constantine, Paul G.; Cook, R. Dennis 4 2020 Robust Bayesian synthetic likelihood via a semi-parametric approach. Zbl 1436.62090An, Ziwen; Nott, David J.; Drovandi, Christopher 4 2020 Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S. 4 2020 High-dimensional VAR with low-rank transition. Zbl 1448.62130Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy 4 2020 Multilevel particle filters for the non-linear filtering problem in continuous time. 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Mehdi; Cronie, Ottmar; Rubak, Ege; Lachieze-Rey, Raphael; Mateu, Jorge; Baddeley, Adrian 7 2019 ...and 594 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,858 Authors 45 McNicholas, Paul D. 38 Jasra, Ajay 30 Drovandi, Christopher C. 25 Kneib, Thomas 25 Lin, Tsung I. 24 Punzo, Antonio 23 Nott, David John 22 Walker, Stephen Grahm 20 Lachos Dávila, Víctor Hugo 20 Lian, Heng 19 Mayo-Iscar, Agustin 18 Friel, Nial 18 García-Escudero, Luis Angel 18 McLachlan, Geoffrey John 17 Browne, Ryan P. 17 Farcomeni, Alessio 17 Tran, Minh Ngoc 16 Bouveyron, Charles 15 Marra, Giampiero 15 Ntzoufras, Ioannis 15 Pettitt, Anthony N. 15 Wang, Wan-Lun 15 Yao, Weixin 14 Fearnhead, Paul 14 Murphy, Thomas Brendan 13 Pauly, Markus 13 Vehtari, Aki 12 Lee, Sharon X. 12 Sisson, Scott A. 12 Stuart, Andrew M. 11 Dellaportas, Petros 11 Ginsbourger, David 11 Ingrassia, Salvatore 11 Klein, Nadja 11 Lelièvre, Tony 11 Müller, Peter 11 Oates, Chris J. 11 Riani, Marco 11 Roberts, Gareth O. 11 Rosenthal, Jeffrey S. 11 Singh, Sumeetpal S. 10 Castro, Luis Mauricio 10 Chen, Xiaolin 10 Corander, Jukka 10 Girolami, Mark A. 10 Greselin, Francesca 10 Lai, Peng 10 Radice, Rosalba 10 Wong, Wengkee 9 Alhamzawi, Rahim 9 Bachoc, François 9 Cerioli, Andrea 9 Dunson, David Brian 9 Eckley, Idris A. 9 Genton, Marc G. 9 Gordaliza, Alfonso 9 Griffin, Jim E. 9 Harman, Radoslav 9 Jamalizadeh, Ahad 9 Kohn, Robert J. 9 Maruotti, Antonello 9 Mateu, Jorge 9 McGree, James M. 9 Míguez, Joaquín 9 Moulines, Eric 9 Pereyra, Marcelo 9 Quintana, Fernando Andrés 9 Salmaso, Luigi 9 Sherlock, Chris 9 Tjøstheim, Dag B. 9 Yang, Hu 9 Zhao, Weihua 9 Zhigljavsky, Anatoly A. 9 Zhu, Xuwen 8 Alquier, Pierre 8 Beskos, Alexandros 8 Cabral, Celso Rômulo Barbosa 8 Chen, Ray-Bing 8 Del Moral, Pierre 8 Fryzlewicz, Piotr 8 Galimberti, Giuliano 8 Golightly, Andrew 8 Greven, Sonja 8 Guo, Chaohui 8 Guyader, Arnaud 8 Kantas, Nikolas 8 Kypraios, Theodore 8 Latz, Jonas 8 Lee, Anthony J. 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