×

zbMATH — the first resource for mathematics

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

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

Publications by Year

Citations contained in zbMATH Open

586 Publications have been cited 3,413 times in 2,542 Documents Cited by Year
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J.
86
2012
Slice sampling mixture models. Zbl 1256.65006
Kalli, Maria; Griffin, Jim E.; Walker, Stephen G.
76
2011
An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
68
2012
On Bayesian model and variable selection using MCMC. Zbl 1247.62086
Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis
66
2002
Understanding predictive information criteria for Bayesian models. Zbl 1332.62090
Gelman, Andrew; Hwang, Jessica; Vehtari, Aki
55
2014
Slope heuristics: overview and implementation. Zbl 1322.62007
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand
48
2012
Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107
Lee, Sharon; McLachlan, Geoffrey J.
48
2014
Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081
Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor
41
2012
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. Zbl 1252.62062
Andrews, Jeffrey L.; Mcnicholas, Paul D.
41
2012
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359
Breheny, Patrick; Huang, Jian
38
2015
Sequential Monte Carlo for rare event estimation. Zbl 1252.62083
Cérou, Frédéric; Del Moral, Pierre; Furon, Teddy; Guyader, Arnaud
35
2012
Cases for the nugget in modeling computer experiments. Zbl 1252.62098
Gramacy, Robert B.; Lee, Herbert K. H.
33
2012
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171
Andrews, Jeffrey L.; McNicholas, Paul D.
32
2011
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 06737719
Vehtari, Aki; Gelman, Andrew; Gabry, Jonah
29
2017
Design of computer experiments: space filling and beyond. Zbl 1252.62080
Pronzato, Luc; Müller, Werner G.
28
2012
D-optimal designs via a cocktail algorithm. Zbl 1270.62107
Yu, Yaming
27
2011
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, P.; Friel, N.; Everitt, R.; Boland, A.
26
2016
Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
25
2011
Hierarchical Bayesian level set inversion. Zbl 1384.62084
Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M.
24
2017
Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002
Botev, Zdravko I.; Kroese, Dirk P.
23
2012
Filtering via approximate Bayesian computation. Zbl 1252.62093
Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma
23
2012
Numerical maximum likelihood estimation for the \(g\)-and-\(k\) and generalized \(g\)-and-\(h\) distributions. Zbl 1247.62069
Rayner, G. D.; MacGillivray, H. L.
23
2002
Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126
Xue, Liugen; Pang, Zhen
22
2013
A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. Zbl 1332.62204
Forbes, Florence; Wraith, Darren
22
2014
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.
22
2016
Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206
Farcomeni, Alessio
21
2012
Block clustering with collapsed latent block models. Zbl 1322.62046
Wyse, Jason; Friel, Nial
20
2012
Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035
Schäfer, Christian; Chopin, Nicolas
20
2013
Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113
Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong
20
2014
Non-reversible Metropolis-Hastings. Zbl 1360.65040
Bierkens, Joris
20
2016
Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012
Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M.
20
2015
Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina
20
2016
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
18
2012
Model based labeling for mixture models. Zbl 1322.62047
Yao, Weixin
17
2012
Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122
Gollini, Isabella; Murphy, Thomas Brendan
17
2014
Linear quantile mixed models. Zbl 1325.62010
Geraci, Marco; Bottai, Matteo
17
2014
Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030
Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando
16
2012
Smoothing combined estimating equations in quantile regression for longitudinal data. Zbl 1325.62141
Leng, Chenlei; Zhang, Weiping
16
2014
A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems. Zbl 1274.62400
Kojadinovic, Ivan; Yan, Jun
16
2011
Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024
Vihola, Matti
16
2012
Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144
Zhou, Tingyou; Zhu, Liping
16
2017
An advancement in clustering via nonparametric density estimation. Zbl 1322.62175
Menardi, Giovanna; Azzalini, Adelchi
15
2014
Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. Zbl 1325.62139
Groll, Andreas; Tutz, Gerhard
15
2014
Comparison of Bayesian predictive methods for model selection. Zbl 06737693
Piironen, Juho; Vehtari, Aki
15
2017
Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015
Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel
15
2012
Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082
Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos
15
2017
Towards optimal scaling of Metropolis-coupled Markov chain Monte Carlo. Zbl 1223.65001
Atchadé, Yves F.; Roberts, Gareth O.; Rosenthal, Jeffrey S.
15
2011
Shape constrained additive models. Zbl 1331.62367
Pya, Natalya; Wood, Simon N.
15
2015
Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017
Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P.
15
2015
A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343
Yang, Yi; Zou, Hui
15
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
14
2012
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.
14
2012
A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155
Pesarin, Fortunato; Salmaso, Luigi
14
2012
Improving power posterior estimation of statistical evidence. Zbl 1322.62098
Friel, Nial; Hurn, Merrilee; Wyse, Jason
14
2014
Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120
Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien
14
2012
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175
Andrews, Jeffrey L.; Mcnicholas, Paul D.
14
2011
Estimation and selection for the latent block model on categorical data. Zbl 1331.62149
Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard
14
2015
Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011
Campbell, David; Steele, Russell J.
13
2012
Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003
Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio
13
2013
Bayesian quantile regression for single-index models. Zbl 1325.62089
Hu, Yuao; Gramacy, Robert B.; Lian, Heng
13
2013
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
13
2018
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
13
2002
Multilevel structured additive regression. Zbl 1325.62179
Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas
12
2014
Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006
Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo
12
2014
Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027
Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane
12
2012
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
12
2018
Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083
Viroli, Cinzia
12
2011
Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061
Arlot, Sylvain; Celisse, Alain
12
2011
Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
12
2015
A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049
Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas
11
2012
On confidence intervals for semiparametric expectile regression. Zbl 1322.62136
Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas
11
2013
Straightforward intermediate rank tensor product smoothing in mixed models. Zbl 1322.62197
Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J.
11
2013
Bootstrapping and permuting paired \(t\)-test type statistics. Zbl 1325.62097
Konietschke, Frank; Pauly, Markus
11
2014
Fast simulation of truncated Gaussian distributions. Zbl 1284.65015
Chopin, Nicolas
11
2011
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022
Peters, G. W.; Fan, Y.; Sisson, S. A.
11
2012
Copula regression spline models for binary outcomes. Zbl 06652990
Radice, Rosalba; Marra, Giampiero; Wojtyś, Małgorzata
11
2016
On optimal multiple changepoint algorithms for large data. Zbl 06697671
Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul
11
2017
Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203
Farcomeni, Alessio
11
2014
Delayed acceptance particle MCMC for exact inference in stochastic kinetic models. Zbl 1332.60117
Golightly, Andrew; Henderson, Daniel A.; Sherlock, Chris
11
2015
Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198
Zhang, Yanwei
10
2013
Computing projection depth and its associated estimators. Zbl 1325.62014
Liu, Xiaohui; Zuo, Yijun
10
2014
A computationally efficient nonparametric approach for changepoint detection. Zbl 06737712
Haynes, Kaylea; Fearnhead, Paul; Eckley, Idris A.
10
2017
A quasi-Newton acceleration for high-dimensional optimization algorithms. Zbl 1284.90095
Zhou, Hua; Alexander, David; Lange, Kenneth
10
2011
Efficient likelihood-free Bayesian computation for household epidemics. Zbl 1252.62112
Neal, Peter
10
2012
Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106
Soffritti, Gabriele; Galimberti, Giuliano
10
2011
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
10
2015
EM for mixtures. Initialization requires special care. Zbl 1331.62301
Baudry, Jean-Patrick; Celeux, Gilles
10
2015
On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023
Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric
10
2015
Flexible pair-copula estimation in D-vines using bivariate penalized splines. Zbl 1332.62117
Kauermann, Göran; Schellhase, Christian
10
2014
Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194
Hirose, Kei; Yamamoto, Michio
10
2015
Approximate Bayesian computation with composite score functions. Zbl 06591375
Ruli, Erlis; Sartori, Nicola; Ventura, Laura
10
2016
Proximal Markov chain Monte Carlo algorithms. Zbl 06604163
Pereyra, Marcelo
10
2016
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169
Klein, Nadja; Kneib, Thomas
10
2016
Wavelet packet transfer function modelling of nonstationary time series. Zbl 1247.62228
Nason, Guy P.; Sapatinas, Theofanis
10
2002
Tuning tempered transitions. Zbl 1322.62008
Behrens, Gundula; Friel, Nial; Hurn, Merrilee
9
2012
The Gaussian rank correlation estimator: robustness properties. Zbl 1322.62129
Boudt, Kris; Cornelissen, Jonathan; Croux, Christophe
9
2012
Estimation of finite mixtures with symmetric components. Zbl 1322.62013
Chee, Chew-Seng; Wang, Yong
9
2013
Recognizing and visualizing departures from independence in bivariate data using local Gaussian correlation. Zbl 1322.62140
Berentsen, Geir Drage; Tjøstheim, Dag
9
2014
Nonparametric estimation of the ROC curve based on smoothed empirical distribution functions. Zbl 1322.62122
Jokiel-Rokita, Alicja; Pulit, Michał
9
2013
Profile empirical-likelihood inferences for the single-index-coefficient regression model. Zbl 1325.62131
Huang, Zhensheng; Zhang, Riquan
9
2013
Regularizing axis-aligned ensembles via data rotations that favor simpler learners. Zbl 1461.62013
Blaser, Rico; Fryzlewicz, Piotr
1
2021
Approximation and sampling of multivariate probability distributions in the tensor train decomposition. Zbl 1436.62192
Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert
5
2020
Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration. Zbl 07241238
Abdulle, Assyr; Garegnani, Giacomo
3
2020
Faster model matrix crossproducts for large generalized linear models with discretized covariates. Zbl 1436.62352
Li, Zheyuan; Wood, Simon N.
3
2020
Fast and exact simulation of Gaussian random fields defined on the sphere cross time. Zbl 07174239
Cuevas, Francisco; Allard, Denis; Porcu, Emilio
3
2020
Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. Zbl 1436.62337
Glaws, Andrew; Constantine, Paul G.; Cook, R. Dennis
2
2020
Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316
Solin, Arno; Särkkä, Simo
2
2020
Central quantile subspace. Zbl 1437.62140
Christou, Eliana
2
2020
The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the \(d\)-sphere. Zbl 1461.62011
Alegría, Alfredo; Emery, Xavier; Lantuéjoul, Christian
2
2020
Mini-batch learning of exponential family finite mixture models. Zbl 1447.62073
Nguyen, Hien D.; Forbes, Florence; McLachlan, Geoffrey J.
1
2020
Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107
Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S.
1
2020
Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach. Zbl 1447.62117
Mauff, Katya; Steyerberg, Ewout; Kardys, Isabella; Boersma, Eric; Rizopoulos, Dimitris
1
2020
High-dimensional changepoint detection via a geometrically inspired mapping. Zbl 1448.62132
Grundy, Thomas; Killick, Rebecca; Mihaylov, Gueorgui
1
2020
Weight-preserving simulated tempering. Zbl 1431.60082
Tawn, Nicholas G.; Roberts, Gareth O.; Rosenthal, Jeffrey S.
1
2020
Mean and median bias reduction in generalized linear models. Zbl 1436.62351
Kosmidis, Ioannis; Pagui, Euloge Clovis Kenne; Sartori, Nicola
1
2020
Optimal exact designs of experiments via mixed integer nonlinear programming. Zbl 1436.62373
Duarte, Belmiro P. M.; Granjo, José F. O.; Wong, Weng Kee
1
2020
The minimum regularized covariance determinant estimator. Zbl 1436.62197
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim
1
2020
Nonparametric self-exciting models for computer network traffic. Zbl 1436.62122
Price-Williams, Matthew; Heard, Nicholas A.
1
2020
Weighted likelihood mixture modeling and model-based clustering. Zbl 1436.62255
Greco, Luca; Agostinelli, Claudio
1
2020
Inference for \(L_2\)-boosting. Zbl 1436.62332
Rügamer, David; Greven, Sonja
1
2020
Nudging the particle filter. Zbl 1436.62447
Akyildiz, Ömer Deniz; Míguez, Joaquín
1
2020
Multi-level Monte Carlo methods for the approximation of invariant measures of stochastic differential equations. Zbl 07174256
Giles, Michael B.; Majka, Mateusz B.; Szpruch, Lukasz; Vollmer, Sebastian J.; Zygalakis, Konstantinos C.
1
2020
Spectral density-based and measure-preserving ABC for partially observed diffusion processes. An illustration on Hamiltonian SDEs. Zbl 07174263
Buckwar, Evelyn; Tamborrino, Massimiliano; Tubikanec, Irene
1
2020
Regularized estimation for highly multivariate log Gaussian Cox processes. Zbl 1437.62274
Choiruddin, Achmad; Cuevas-Pacheco, Francisco; Coeurjolly, Jean-François; Waagepetersen, Rasmus
1
2020
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking. Zbl 1437.62151
Wang, Fan; Mukherjee, Sach; Richardson, Sylvia; Hill, Steven M.
1
2020
A Laplace-based algorithm for Bayesian adaptive design. Zbl 1452.62596
Senarathne, S. G. J.; Drovandi, C. C.; McGree, J. M.
1
2020
Bayesian estimation of the latent dimension and communities in stochastic blockmodels. Zbl 1452.62404
Sanna Passino, Francesco; Heard, Nicholas A.
1
2020
Multilevel particle filters for the non-linear filtering problem in continuous time. Zbl 1452.62696
Jasra, Ajay; Yu, Fangyuan; Heng, Jeremy
1
2020
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. Zbl 1452.62987
Soize, Christian; Ghanem, Roger G.; Desceliers, Christophe
1
2020
Composite likelihood methods for histogram-valued random variables. Zbl 1452.62337
Whitaker, T.; Beranger, B.; Sisson, S. A.
1
2020
Properties of the stochastic approximation EM algorithm with mini-batch sampling. Zbl 1458.62184
Kuhn, Estelle; Matias, Catherine; Rebafka, Tabea
1
2020
Robust finite mixture modeling of multivariate unrestricted skew-normal generalized hyperbolic distributions. Zbl 1430.62105
Maleki, Mohsen; Wraith, Darren; Arellano-Valle, Reinaldo B.
6
2019
A probabilistic model for the numerical solution of initial value problems. Zbl 07119314
Schober, Michael; Särkkä, Simo; Hennig, Philipp
5
2019
Control variates for stochastic gradient MCMC. Zbl 1430.62265
Baker, Jack; Fearnhead, Paul; Fox, Emily B.; Nemeth, Christopher
4
2019
Bayesian nonparametric spectral density estimation using B-spline priors. Zbl 1430.62072
Edwards, Matthew C.; Meyer, Renate; Christensen, Nelson
3
2019
Penalized estimation of directed acyclic graphs from discrete data. Zbl 1430.62018
Gu, Jiaying; Fu, Fei; Zhou, Qing
3
2019
Irreversible samplers from jump and continuous Markov processes. Zbl 1430.62060
Ma, Yi-An; Fox, Emily B.; Chen, Tianqi; Wu, Lei
3
2019
Decision-making under uncertainty: using MLMC for efficient estimation of EVPPI. Zbl 1430.62027
Giles, Michael B.; Goda, Takashi
3
2019
Strong convergence rates of probabilistic integrators for ordinary differential equations. Zbl 1431.65122
Lie, Han Cheng; Stuart, A. M.; Sullivan, T. J.
3
2019
Probabilistic solutions to ordinary differential equations as nonlinear Bayesian filtering: a new perspective. Zbl 1435.65020
Tronarp, Filip; Kersting, Hans; Särkkä, Simo; Hennig, Philipp
3
2019
A modern retrospective on probabilistic numerics. Zbl 1431.60002
Oates, C. J.; Sullivan, T. J.
3
2019
Robust clustering tools based on optimal transportation. Zbl 1430.62130
del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A.
2
2019
Tree-structured modelling of varying coefficients. Zbl 1430.62164
Berger, Moritz; Tutz, Gerhard; Schmid, Matthias
2
2019
Interpretable sparse SIR for functional data. Zbl 1430.62079
Picheny, Victor; Servien, Rémi; Villa-Vialaneix, Nathalie
2
2019
Selection of sparse vine copulas in high dimensions with the Lasso. Zbl 1430.62102
Müller, Dominik; Czado, Claudia
2
2019
Gauss-Christoffel quadrature for inverse regression: applications to computer experiments. Zbl 1430.62014
Glaws, 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 1430.62078
Guastavino, Sabrina; Benvenuto, Federico
2
2019
Rejection sampling for tempered Lévy processes. Zbl 07119338
Grabchak, Michael
2
2019
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. Zbl 1430.62094
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M.
2
2019
Clustering time series by linear dependency. Zbl 1430.62191
Alonso, Andrés M.; Peña, Daniel
2
2019
Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic Student-\(t\) model. Zbl 1430.62046
Hartmann, Marcelo; Vanhatalo, Jarno
2
2019
Resample-smoothing of Voronoi intensity estimators. Zbl 1430.62073
Moradi, M. Mehdi; Cronie, Ottmar; Rubak, Ege; Lachieze-Rey, Raphael; Mateu, Jorge; Baddeley, Adrian
2
2019
Fast automatic Bayesian cubature using lattice sampling. Zbl 1435.62028
Jagadeeswaran, R.; Hickernell, Fred J.
2
2019
Generalized additive models with flexible response functions. Zbl 1430.62169
Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian
1
2019
Bayesian nonparametric clustering for large data sets. Zbl 1430.62146
Zuanetti, Daiane Aparecida; Müller, Peter; Zhu, Yitan; Yang, Shengjie; Ji, Yuan
1
2019
Stochastic proximal-gradient algorithms for penalized mixed models. Zbl 1430.62153
Fort, Gersende; Ollier, Edouard; Samson, Adeline
1
2019
GPU-accelerated Gibbs sampling: a case study of the horseshoe probit model. Zbl 1430.62172
Terenin, Alexander; Dong, Shawfeng; Draper, David
1
2019
Learning causal structure from mixed data with missing values using Gaussian copula models. Zbl 1430.62099
Cui, Ruifei; Groot, Perry; Heskes, Tom
1
2019
Sampling of pairs in pairwise likelihood estimation for latent variable models with categorical observed variables. Zbl 1430.62123
Papageorgiou, Ioulia; Moustaki, Irini
1
2019
Minimum spectral connectivity projection pursuit. Divisive clustering using optimal projections for spectral clustering. Zbl 1430.62134
Hofmeyr, David P.; Pavlidis, Nicos G.; Eckley, Idris A.
1
2019
On the estimation of variance parameters in non-standard generalised linear mixed models: application to penalised smoothing. Zbl 1430.62167
Rodríguez-Álvarez, María Xosé; Durban, Maria; Lee, Dae-Jin; Eilers, Paul H. C.
1
2019
Latent mixture modeling for clustered data. Zbl 1430.62141
Sugasawa, Shonosuke; Kobayashi, Genya; Kawakubo, Yuki
1
2019
Importance sampling for partially observed temporal epidemic models. Zbl 1430.62030
Black, Andrew J.
1
2019
Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models. Zbl 1430.62056
Heck, Daniel W.; Overstall, Antony M.; Gronau, Quentin F.; Wagenmakers, Eric-Jan
1
2019
On an algorithm for solving Fredholm integrals of the first kind. Zbl 1430.62127
Chae, Minwoo; Martin, Ryan; Walker, Stephen G.
1
2019
Efficient construction of Bayes optimal designs for stochastic process models. Zbl 1430.62175
Gillespie, C. S.; Boys, R. J.
1
2019
Outlyingness: which variables contribute most? Zbl 1430.62095
Debruyne, Michiel; Höppner, Sebastiaan; Serneels, Sven; Verdonck, Tim
1
2019
Multilevel particle filters for Lévy-driven stochastic differential equations. Zbl 1430.62209
Jasra, Ajay; Law, Kody J. H.; Osei, Prince Peprah
1
2019
Computationally efficient Bayesian estimation of high-dimensional Archimedean copulas with discrete and mixed margins. Zbl 1430.62101
Gunawan, D.; Tran, M.-N.; Suzuki, K.; Dick, J.; Kohn, R.
1
2019
Antithetic and Monte Carlo kernel estimators for partial rankings. Zbl 1430.62050
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z.
1
2019
De-noising by thresholding operator adapted wavelets. Zbl 1436.62126
Yoo, Gene Ryan; Owhadi, Houman
1
2019
Optimal Monte Carlo integration on closed manifolds. Zbl 1436.62724
Ehler, Martin; Gräf, Manuel; Oates, Chris. J.
1
2019
Symmetry exploits for Bayesian cubature methods. Zbl 1435.62030
Karvonen, Toni; Särkkä, Simo; Oates, Chris. J.
1
2019
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
13
2018
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
12
2018
On coupling particle filter trajectories. Zbl 1384.65006
Sen, Deborshee; Thiery, Alexandre H.; Jasra, Ajay
9
2018
Multilevel particle filters: normalizing constant estimation. Zbl 1384.65001
Jasra, Ajay; Kamatani, Kengo; Osei, Prince Peprah; Zhou, Yan
9
2018
An approach for finding fully Bayesian optimal designs using normal-based approximations to loss functions. Zbl 1384.62277
Overstall, Antony M.; McGree, James M.; Drovandi, Christopher C.
7
2018
Fast covariance estimation for sparse functional data. Zbl 1384.62142
Xiao, Luo; Li, Cai; Checkley, William; Crainiceanu, Ciprian
7
2018
Bootstrap methods for stationary functional time series. Zbl 06844704
Shang, Han Lin
6
2018
The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 06844705
Bouveyron, C.; Latouche, P.; Zreik, R.
6
2018
Ensemble preconditioning for Markov chain Monte Carlo simulation. Zbl 1384.65004
Leimkuhler, Benedict; Matthews, Charles; Weare, Jonathan
5
2018
Modelling the role of variables in model-based cluster analysis. Zbl 1384.62195
Galimberti, Giuliano; Manisi, Annamaria; Soffritti, Gabriele
5
2018
Large-scale kernel methods for independence testing. Zbl 1384.62154
Zhang, Qinyi; Filippi, Sarah; Gretton, Arthur; Sejdinovic, Dino
4
2018
Nested kriging predictions for datasets with a large number of observations. Zbl 1384.62246
Rullière, Didier; Durrande, Nicolas; Bachoc, François; Chevalier, Clément
4
2018
Multilevel and multi-index Monte Carlo methods for the McKean-Vlasov equation. Zbl 1387.65004
Haji-Ali, Abdul-Lateef; Tempone, Raúl
4
2018
Fast computation of spatially adaptive kernel estimates. Zbl 1384.62175
Davies, Tilman M.; Baddeley, Adrian
4
2018
Variational Bayes with synthetic likelihood. Zbl 1384.65015
Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C.
4
2018
Gaussian variational approximation with sparse precision matrices. Zbl 1384.62105
Tan, Linda S. L.; Nott, David J.
3
2018
Adaptive grid semidefinite programming for finding optimal designs. Zbl 06844376
Duarte, Belmiro P. M.; Wong, Weng Kee; Dette, Holger
3
2018
Estimating a sparse reduction for general regression in high dimensions. Zbl 1384.62141
Wang, Tao; Chen, Mengjie; Zhao, Hongyu; Zhu, Lixing
3
2018
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139
Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin
3
2018
Supervised functional principal component analysis. Zbl 1384.62187
Nie, Yunlong; Wang, Liangliang; Liu, Baisen; Cao, Jiguo
3
2018
On the exact maximum likelihood inference of Fisher-Bingham distributions using an adjusted holonomic gradient method. Zbl 1384.62172
Kume, A.; Sei, T.
3
2018
Relabelling in Bayesian mixture models by pivotal units. Zbl 1384.62194
Egidi, Leonardo; Pappadà, Roberta; Pauli, Francesco; Torelli, Nicola
3
2018
Multiple change points detection and clustering in dynamic networks. Zbl 1405.62076
Corneli, Marco; Latouche, Pierre; Rossi, Fabrice
2
2018
Markov chain Monte Carlo with the integrated nested Laplace approximation. Zbl 1405.62078
Gómez-Rubio, Virgilio; Rue, Håvard
2
2018
Anisotropy of Hölder Gaussian random fields: characterization, estimation, and application to image textures. Zbl 1430.62215
Richard, Frédéric J. P.
2
2018
Optimal Bayesian estimators for latent variable cluster models. Zbl 1430.62140
Rastelli, Riccardo; Friel, Nial
2
2018
Dynamic stochastic block models: parameter estimation and detection of changes in community structure. Zbl 1430.62137
Ludkin, Matthew; Eckley, Idris; Neal, Peter
2
2018
...and 486 more Documents
all top 5

Cited by 4,286 Authors

40 McNicholas, Paul D.
33 Jasra, Ajay
23 Drovandi, Christopher C.
22 Kneib, Thomas
21 Lin, Tsung I.
20 Walker, Stephen Grahm
19 Lian, Heng
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.
10 Sisson, Scott A.
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 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 Genton, Marc G.
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 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 Zhigljavsky, Anatoly A.
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.
...and 4,186 more Authors
all top 5

Cited in 270 Journals

280 Statistics and Computing
264 Computational Statistics and Data Analysis
95 Journal of Statistical Computation and Simulation
84 Computational Statistics
82 Electronic Journal of Statistics
76 Journal of Multivariate Analysis
61 Advances in Data Analysis and Classification. ADAC
61 SIAM/ASA Journal on Uncertainty Quantification
54 Journal of the American Statistical Association
50 Bayesian Analysis
49 Journal of Statistical Planning and Inference
44 The Annals of Applied Statistics
39 Statistics & Probability Letters
38 Statistical Methods and Applications
37 Test
37 Statistical Modelling
31 Journal of Applied Statistics
29 The Annals of Statistics
29 Journal of Econometrics
28 Statistical Papers
28 Bernoulli
27 Statistical Science
27 SIAM Journal on Scientific Computing
24 Journal of Machine Learning Research (JMLR)
23 Journal of Computational Physics
22 Annals of the Institute of Statistical Mathematics
20 Journal of Mathematical Psychology
19 Journal of Classification
19 Journal of Nonparametric Statistics
19 Methodology and Computing in Applied Probability
18 Psychometrika
18 Biometrics
18 Communications in Statistics. Simulation and Computation
17 The Canadian Journal of Statistics
17 Inverse Problems
17 European Journal of Operational Research
16 Brazilian Journal of Probability and Statistics
15 Journal of Agricultural, Biological, and Environmental Statistics
14 Journal of Statistical Theory and Practice
13 Journal of Computational and Applied Mathematics
13 Statistics
13 Journal of the Korean Statistical Society
12 Journal of Statistical Physics
12 Scandinavian Journal of Statistics
12 Biometrical Journal
12 Communications in Statistics. Theory and Methods
12 Statistical Applications in Genetics and Molecular Biology
11 Metrika
11 Machine Learning
10 Advances in Applied Probability
10 Insurance Mathematics & Economics
10 The Annals of Applied Probability
10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
10 AStA. Advances in Statistical Analysis
9 Computer Methods in Applied Mechanics and Engineering
8 Journal of Global Optimization
8 Applied Mathematical Modelling
8 Stochastic Processes and their Applications
8 Lifetime Data Analysis
8 Statistics Surveys
7 Mathematical Biosciences
7 Metron
7 SIAM Journal on Imaging Sciences
7 Journal of Probability and Statistics
7 Dependence Modeling
6 Information Sciences
6 SIAM Journal on Numerical Analysis
6 Computers & Operations Research
6 Neural Computation
6 Statistica Sinica
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 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. Mathematics
5 Sankhyā. Series A
5 Sankhyā. Series B
5 Japanese Journal of Statistics and Data Science
4 Journal of Mathematical Biology
4 Applied Mathematics and Computation
4 Journal of Time Series Analysis
4 Journal of Economic Dynamics & Control
4 International Journal of Adaptive Control and Signal Processing
4 Pattern Recognition
4 Proceedings of the National Academy of Sciences of the United States of America
4 ACM Transactions on Modeling and Computer Simulation
4 Journal of the Japan Statistical Society. 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 170 more Journals
all top 5

Cited in 47 Fields

2,193 Statistics (62-XX)
610 Numerical analysis (65-XX)
399 Probability theory and stochastic processes (60-XX)
132 Computer science (68-XX)
104 Biology and other natural sciences (92-XX)
98 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
92 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 Ordinary differential equations (34-XX)
8 Mechanics of deformable solids (74-XX)
7 Real functions (26-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 Commutative algebra (13-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 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 Mathematical logic and foundations (03-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