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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

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

Publications by Year

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 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J.
113
2012
Understanding predictive information criteria for Bayesian models. Zbl 1332.62090
Gelman, Andrew; Hwang, Jessica; Vehtari, Aki
98
2014
Slice sampling mixture models. Zbl 1256.65006
Kalli, Maria; Griffin, Jim E.; Walker, Stephen G.
88
2011
An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
80
2012
On Bayesian model and variable selection using MCMC. Zbl 1247.62086
Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis
78
2002
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 06737719
Vehtari, Aki; Gelman, Andrew; Gabry, Jonah
59
2017
Slope heuristics: overview and implementation. Zbl 1322.62007
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand
58
2012
Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107
Lee, Sharon; McLachlan, Geoffrey J.
56
2014
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359
Breheny, Patrick; Huang, Jian
50
2015
Sequential design of computer experiments for the estimation of a probability of failure. Zbl 1252.62081
Bect, Julien; Ginsbourger, David; Li, Ling; Picheny, Victor
50
2012
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. Zbl 1252.62062
Andrews, Jeffrey L.; Mcnicholas, Paul D.
45
2012
Sequential Monte Carlo for rare event estimation. Zbl 1252.62083
Cérou, Frédéric; Del Moral, Pierre; Furon, Teddy; Guyader, Arnaud
42
2012
Cases for the nugget in modeling computer experiments. Zbl 1252.62098
Gramacy, Robert B.; Lee, Herbert K. H.
39
2012
Design of computer experiments: space filling and beyond. Zbl 1252.62080
Pronzato, Luc; Müller, Werner G.
38
2012
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171
Andrews, Jeffrey L.; McNicholas, Paul D.
36
2011
D-optimal designs via a cocktail algorithm. Zbl 1270.62107
Yu, Yaming
35
2011
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, 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 1420.60020
Lee, 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 1332.62204
Forbes, Florence; Wraith, Darren
28
2014
Filtering via approximate Bayesian computation. Zbl 1252.62093
Jasra, 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 1247.62069
Rayner, G. D.; MacGillivray, H. L.
28
2002
Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina
28
2016
Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206
Farcomeni, Alessio
27
2012
Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
27
2011
Hierarchical Bayesian level set inversion. Zbl 1384.62084
Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M.
27
2017
Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126
Xue, Liugen; Pang, Zhen
26
2013
Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113
Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong
26
2014
Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024
Vihola, Matti
26
2012
Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002
Botev, Zdravko I.; Kroese, Dirk P.
25
2012
Estimation and selection for the latent block model on categorical data. Zbl 1331.62149
Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard
25
2015
Non-reversible Metropolis-Hastings. Zbl 1360.65040
Bierkens, Joris
24
2016
Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030
Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando
24
2012
Block clustering with collapsed latent block models. Zbl 1322.62046
Wyse, Jason; Friel, Nial
24
2012
Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012
Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M.
24
2015
A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343
Yang, Yi; Zou, Hui
24
2015
Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144
Zhou, Tingyou; Zhu, Liping
23
2017
Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083
Viroli, Cinzia
22
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
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
22
2017
Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. Zbl 1325.62139
Groll, Andreas; Tutz, Gerhard
21
2014
Linear quantile mixed models. Zbl 1325.62010
Geraci, Marco; Bottai, Matteo
21
2014
Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035
Schäfer, Christian; Chopin, Nicolas
21
2013
Shape constrained additive models. Zbl 1331.62367
Pya, Natalya; Wood, Simon N.
21
2015
Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336
Li, Gaorong; Lai, Peng; Lian, Heng
21
2015
Delayed acceptance particle MCMC for exact inference in stochastic kinetic models. Zbl 1332.60117
Golightly, Andrew; Henderson, Daniel A.; Sherlock, Chris
20
2015
Comparison of Bayesian predictive methods for model selection. Zbl 06737693
Piironen, Juho; Vehtari, Aki
20
2017
Smoothing combined estimating equations in quantile regression for longitudinal data. Zbl 1325.62141
Leng, Chenlei; Zhang, Weiping
19
2014
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
19
2012
An advancement in clustering via nonparametric density estimation. Zbl 1322.62175
Menardi, Giovanna; Azzalini, Adelchi
19
2014
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.
19
2015
On optimal multiple changepoint algorithms for large data. Zbl 06697671
Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul
19
2017
Bayesian quantile regression for single-index models. Zbl 1325.62089
Hu, Yuao; Gramacy, Robert B.; Lian, Heng
18
2013
Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006
Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo
18
2014
Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-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 1274.62400
Kojadinovic, Ivan; Yan, Jun
18
2011
Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015
Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel
18
2012
Proximal Markov chain Monte Carlo algorithms. Zbl 06604163
Pereyra, Marcelo
18
2016
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, 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 1322.62173
Lo, Kenneth; Gottardo, Raphael
17
2012
Model based labeling for mixture models. Zbl 1322.62047
Yao, Weixin
17
2012
Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011
Campbell, David; Steele, Russell J.
17
2012
A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155
Pesarin, Fortunato; Salmaso, Luigi
17
2012
Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122
Gollini, Isabella; Murphy, Thomas Brendan
17
2014
Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120
Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien
17
2012
A computationally efficient nonparametric approach for changepoint detection. Zbl 06737712
Haynes, 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 1322.62087
Ho, Hsiu J.; Pyne, Saumyadipta; Lin, Tsung I.
16
2012
A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049
Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas
16
2012
On confidence intervals for semiparametric expectile regression. Zbl 1322.62136
Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas
16
2013
Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003
Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio
15
2013
Improving power posterior estimation of statistical evidence. Zbl 1322.62098
Friel, Nial; Hurn, Merrilee; Wyse, Jason
15
2014
Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106
Soffritti, Gabriele; Galimberti, Giuliano
15
2011
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175
Andrews, Jeffrey L.; Mcnicholas, Paul D.
15
2011
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169
Klein, Nadja; Kneib, Thomas
15
2016
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
15
2018
Computing projection depth and its associated estimators. Zbl 1325.62014
Liu, Xiaohui; Zuo, Yijun
14
2014
Multilevel structured additive regression. Zbl 1325.62179
Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas
14
2014
Model-based clustering using copulas with applications. Zbl 06652996
Kosmidis, Ioannis; Karlis, Dimitris
14
2016
On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023
Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric
14
2015
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
14
2015
Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194
Hirose, Kei; Yamamoto, Michio
14
2015
Fast simulation of truncated Gaussian distributions. Zbl 1284.65015
Chopin, Nicolas
14
2011
Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027
Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane
14
2012
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. Zbl 1325.62008
Browne, Ryan P.; McNicholas, Paul D.
13
2014
Copula regression spline models for binary outcomes. Zbl 06652990
Radice, Rosalba; Marra, Giampiero; Wojtyś, Małgorzata
13
2016
Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198
Zhang, Yanwei
13
2013
EM for mixtures. Initialization requires special care. Zbl 1331.62301
Baudry, Jean-Patrick; Celeux, Gilles
13
2015
Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203
Farcomeni, Alessio
13
2014
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
13
2015
Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061
Arlot, Sylvain; Celisse, Alain
13
2011
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022
Peters, G. W.; Fan, Y.; Sisson, S. A.
13
2012
Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. Zbl 1331.90102
Picheny, Victor
12
2015
Stochastic matching pursuit for Bayesian variable selection. Zbl 1254.62027
Chen, Ray-bing; Chu, Chi-hsiang; Lai, Te-you; Wu, Ying Nian
12
2011
A quasi-Newton acceleration for high-dimensional optimization algorithms. Zbl 1284.90095
Zhou, Hua; Alexander, David; Lange, Kenneth
12
2011
Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A.
12
2017
Improved bridge constructs for stochastic differential equations. Zbl 1384.65011
Whitaker, Gavin A.; Golightly, Andrew; Boys, Richard J.; Sherlock, Chris
12
2017
Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316
Solin, Arno; Särkkä, Simo
12
2020
An adaptive-to-model test for partially parametric single-index models. Zbl 06737706
Zhu, Xuehu; Guo, Xu; Zhu, Lixing
12
2017
A comparison of efficient approximations for a weighted sum of chi-squared random variables. Zbl 1342.62012
Bodenham, Dean A.; Adams, Niall M.
12
2016
Profile empirical-likelihood inferences for the single-index-coefficient regression model. Zbl 1325.62131
Huang, Zhensheng; Zhang, Riquan
11
2013
On the identifiability of Bayesian factor analytic models. Zbl 1484.62008
Papastamoulis, Panagiotis; Ntzoufras, Ioannis
1
2022
Cauchy Markov random field priors for Bayesian inversion. Zbl 1484.62013
Suuronen, Jarkko; Chada, Neil K.; Roininen, Lassi
1
2022
Updating variational Bayes: fast sequential posterior inference. Zbl 1477.62016
Tomasetti, Nathaniel; Forbes, Catherine; Panagiotelis, Anastasios
1
2022
Stochastic approximation cut algorithm for inference in modularized Bayesian models. Zbl 1477.62013
Liu, Yang; Goudie, Robert J. B.
1
2022
Ensemble Kalman inversion: mean-field limit and convergence analysis. Zbl 1462.62023
Ding, Zhiyan; Li, Qin
5
2021
Robust fitting for generalized additive models for location, scale and shape. Zbl 1461.62008
Aeberhard, William H.; Cantoni, Eva; Marra, Giampiero; Radice, Rosalba
2
2021
Convergence rates for optimised adaptive importance samplers. Zbl 1461.62010
Akyildiz, Ömer Deniz; Míguez, Joaquín
2
2021
Gaussian process learning via Fisher scoring of Vecchia’s approximation. Zbl 1475.62033
Guinness, Joseph
2
2021
Regularized bi-directional co-clustering. Zbl 1475.62012
Affeldt, Séverine; Labiod, Lazhar; Nadif, Mohamed
2
2021
Locally induced Gaussian processes for large-scale simulation experiments. Zbl 1475.62023
Cole, D. Austin; Christianson, Ryan B.; Gramacy, Robert B.
2
2021
Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation. Zbl 1475.62048
Lyu, Xiong; Binois, Mickaël; Ludkovski, Michael
2
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.
1
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.
1
2021
Rank-one multi-reference factor analysis. Zbl 1461.62009
Aizenbud, Yariv; Landa, Boris; Shkolnisky, Yoel
1
2021
Regularizing axis-aligned ensembles via data rotations that favor simpler learners. Zbl 1461.62013
Blaser, Rico; Fryzlewicz, Piotr
1
2021
Unbiased estimation of the gradient of the log-likelihood in inverse problems. Zbl 1475.62038
Jasra, Ajay; Law, Kody J. H.; Lu, Deng
1
2021
Deep mixtures of unigrams for uncovering topics in textual data. Zbl 1475.62063
Viroli, Cinzia; Anderlucci, Laura
1
2021
Bayesian ODE solvers: the maximum a posteriori estimate. Zbl 1475.62061
Tronarp, 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 1475.62026
De Bortoli, Valentin; Durmus, Alain; Pereyra, Marcelo; Vidal, Ana F.
1
2021
A piecewise deterministic Monte Carlo method for diffusion bridges. Zbl 1475.62019
Bierkens, Joris; Grazzi, Sebastiano; van der Meulen, Frank; Schauer, Moritz
1
2021
A closed-form filter for binary time series. Zbl 1475.62030
Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia
1
2021
Improved inference for areal unit count data using graph-based optimisation. Zbl 1475.62045
Lee, Duncan; Meeks, Kitty; Pettersson, William
1
2021
Bayesian numerical methods for nonlinear partial differential equations. Zbl 1475.62064
Wang, 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 1475.62040
Karamanis, Minas; Beutler, Florian
1
2021
Accelerating sequential Monte Carlo with surrogate likelihoods. Zbl 1475.62020
Bon, Joshua J.; Lee, Anthony; Drovandi, Christopher
1
2021
Generalized parallel tempering on Bayesian inverse problems. Zbl 1476.62015
Latz, Jonas; Madrigal-Cianci, Juan P.; Nobile, Fabio; Tempone, Raúl
1
2021
A Metropolis-class sampler for targets with non-convex support. Zbl 1475.62051
Moriarty, John; Vogrinc, Jure; Zocca, Alessandro
1
2021
Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316
Solin, Arno; Särkkä, Simo
12
2020
Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration. Zbl 07241238
Abdulle, Assyr; Garegnani, Giacomo
8
2020
Approximation and sampling of multivariate probability distributions in the tensor train decomposition. Zbl 1436.62192
Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert
7
2020
The minimum regularized covariance determinant estimator. Zbl 1436.62197
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim
6
2020
Central quantile subspace. Zbl 1437.62140
Christou, Eliana
6
2020
Faster model matrix crossproducts for large generalized linear models with discretized covariates. Zbl 1436.62352
Li, Zheyuan; Wood, Simon N.
5
2020
Weight-preserving simulated tempering. Zbl 1431.60082
Tawn, Nicholas G.; Roberts, Gareth O.; Rosenthal, Jeffrey S.
5
2020
Weighted likelihood mixture modeling and model-based clustering. Zbl 1436.62255
Greco, Luca; Agostinelli, Claudio
5
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
5
2020
Convergence rates of Gaussian ODE filters. Zbl 1451.65098
Kersting, 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 1461.62011
Alegría, Alfredo; Emery, Xavier; Lantuéjoul, Christian
4
2020
Fast and exact simulation of Gaussian random fields defined on the sphere cross time. Zbl 07174239
Cuevas, Francisco; Allard, Denis; Porcu, Emilio
4
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
4
2020
Robust Bayesian synthetic likelihood via a semi-parametric approach. Zbl 1436.62090
An, Ziwen; Nott, David J.; Drovandi, Christopher
4
2020
Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107
Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S.
4
2020
High-dimensional VAR with low-rank transition. Zbl 1448.62130
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Robust finite mixture modeling of multivariate unrestricted skew-normal generalized hyperbolic distributions. Zbl 1430.62105
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Strong convergence rates of probabilistic integrators for ordinary differential equations. Zbl 1431.65122
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Bayesian nonparametric spectral density estimation using B-spline priors. Zbl 1430.62072
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Control variates for stochastic gradient MCMC. Zbl 1430.62265
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Resample-smoothing of Voronoi intensity estimators. Zbl 1430.62073
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Cited by 5,858 Authors

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38 Jasra, Ajay
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25 Kneib, Thomas
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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
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8 Del Moral, Pierre
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8 Latz, Jonas
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8 Mengersen, Kerrie L.
8 Page, Garritt L.
8 Roustant, Olivier
8 Särkkä, Simo
8 Soffritti, Gabriele
8 Song, Xinyuan
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8 Stoltz, Gabriel
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Cited in 315 Journals

356 Statistics and Computing
306 Computational Statistics and Data Analysis
135 Journal of Statistical Computation and Simulation
104 Computational Statistics
101 Journal of Computational and Graphical Statistics
98 Electronic Journal of Statistics
91 Journal of Multivariate Analysis
89 Journal of Applied Statistics
80 Communications in Statistics. Simulation and Computation
80 The Annals of Applied Statistics
71 Advances in Data Analysis and Classification. ADAC
71 SIAM/ASA Journal on Uncertainty Quantification
58 Bayesian Analysis
55 Journal of Statistical Planning and Inference
54 Journal of the American Statistical Association
52 Statistical Methods and Applications
51 Communications in Statistics. Theory and Methods
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44 Statistics & Probability Letters
42 Statistical Science
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37 The Annals of Statistics
36 SIAM Journal on Scientific Computing
34 Statistical Papers
33 Bernoulli
32 Journal of Computational Physics
32 Journal of Econometrics
30 Journal of Machine Learning Research (JMLR)
27 Psychometrika
27 Journal of Classification
26 Methodology and Computing in Applied Probability
24 Journal of Mathematical Psychology
22 Annals of the Institute of Statistical Mathematics
22 Journal of Nonparametric Statistics
21 Journal of Statistical Theory and Practice
20 European Journal of Operational Research
19 Journal of the Korean Statistical Society
19 Journal of Agricultural, Biological, and Environmental Statistics
18 Inverse Problems
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18 Brazilian Journal of Probability and Statistics
17 The Canadian Journal of Statistics
17 Computer Methods in Applied Mechanics and Engineering
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17 Statistics
17 Machine Learning
17 The Annals of Applied Probability
15 Metrika
14 AStA. Advances in Statistical Analysis
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13 Stochastic Processes and their Applications
13 Lifetime Data Analysis
12 Journal of Statistical Physics
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12 International Journal of Approximate Reasoning
12 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
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12 SIAM Journal on Imaging Sciences
11 Advances in Applied Probability
10 Information Sciences
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9 Metron
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7 Econometric Reviews
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7 Sankhyā. Series B
6 Applied Mathematics and Computation
6 Computers & Operations Research
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6 Neural Computation
6 Proceedings of the National Academy of Sciences of the United States of America
6 Mathematical Problems in Engineering
6 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 ASTIN Bulletin
6 Sankhyā. Series A
6 SIAM Journal on Mathematics of Data Science
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5 Stochastic Analysis and Applications
5 Soft Computing
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2,988 Statistics (62-XX)
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