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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: 1,042 Publications (since 2002)
References Indexed: 1,017 Publications with 38,686 References.
all top 5

Authors

19 Jasra, Ajay
12 Kneib, Thomas
11 Friel, Nial
11 Nott, David John
9 Cao, Jiguo
9 Drovandi, Christopher C.
9 Särkkä, Simo
8 Eckley, Idris A.
8 Fearnhead, Paul
8 Griffin, Jim E.
8 Hooker, Giles
8 Robin, Stéphane
7 Forbes, Florence
7 Mayo-Iscar, Agustin
7 Míguez, Joaquín
7 Ntzoufras, Ioannis
7 Oates, Chris J.
7 Tran, Minh Ngoc
7 Vehtari, Aki
6 Bouveyron, Charles
6 Corander, Jukka
6 García-Escudero, Luis Angel
6 Heard, Nicholas A.
6 Kypraios, Theodore
6 Liang, Faming
6 McLachlan, Geoffrey John
6 Moulines, Eric
6 Nunes, Matthew A.
6 Roberts, Gareth O.
6 Tempone, Raúl F.
6 Tutz, Gerhard E.
6 Walker, Stephen Grahm
6 Wong, Wengkee
5 Adams, Niall M.
5 Dellaportas, Petros
5 Duarte, Belmiro P. M.
5 Gelman, Andrew
5 Golightly, Andrew
5 Greselin, Francesca
5 Hennig, Philipp
5 Huang, Jianhua Z.
5 Kottas, Athanasios
5 Latouche, Pierre
5 Lian, Heng
5 Pettitt, Anthony N.
5 Picheny, Victor
5 Rue, Håvard
5 Singh, Sumeetpal S.
5 Wang, Yong
5 Zhu, Lixing
4 Beskos, Alexandros
4 Chen, Ray-Bing
4 Chopin, Nicolas
4 Everitt, Richard Geoffrey
4 Farcomeni, Alessio
4 Fried, Roland
4 Galimberti, Giuliano
4 Genton, Marc G.
4 Girard, Stéphane
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 Pereyra, Marcelo
4 Preston, Simon P.
4 Rosenthal, Jeffrey S.
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.
4 Yan, Jun
3 Akyildiz, Ömer Deniz
3 Allard, Denis
3 Alquier, Pierre
3 Andrews, Jeffrey L.
3 Arbel, Julyan
3 Atkinson, Anthony C.
3 Baddeley, Adrian John
3 Barbillon, Pierre
3 Ben Rached, Nadhir
3 Berger, Moritz
3 Bierkens, Joris
3 Botev, Zdravko I.
3 Bürkner, Paul-Christian
3 Cappozzo, Andrea
3 Caron, François
3 Celeux, Gilles
3 Corneli, Marco
3 Crisan, Dan O.
3 Del Moral, Pierre
3 Doucet, Arnaud
...and 1,844 more Authors

Publications by Year

Citations contained in zbMATH Open

707 Publications have been cited 5,135 times in 3,677 Documents Cited by Year
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J.
120
2012
Understanding predictive information criteria for Bayesian models. Zbl 1332.62090
Gelman, Andrew; Hwang, Jessica; Vehtari, Aki
108
2014
Slice sampling mixture models. Zbl 1256.65006
Kalli, Maria; Griffin, Jim E.; Walker, Stephen G.
91
2011
An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
84
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
74
2017
Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107
Lee, Sharon; McLachlan, Geoffrey J.
62
2014
Slope heuristics: overview and implementation. Zbl 1322.62007
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand
59
2012
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors. Zbl 1331.62359
Breheny, Patrick; Huang, Jian
55
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
52
2012
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate \(t\)-distributions. Zbl 1252.62062
Andrews, Jeffrey L.; Mcnicholas, Paul D.
47
2012
Sequential Monte Carlo for rare event estimation. Zbl 1252.62083
Cérou, Frédéric; Del Moral, Pierre; Furon, Teddy; Guyader, Arnaud
42
2012
Design of computer experiments: space filling and beyond. Zbl 1252.62080
Pronzato, Luc; Müller, Werner G.
41
2012
Cases for the nugget in modeling computer experiments. Zbl 1252.62098
Gramacy, Robert B.; Lee, Herbert K. H.
40
2012
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171
Andrews, Jeffrey L.; McNicholas, Paul D.
39
2011
Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina
37
2016
D-optimal designs via a cocktail algorithm. Zbl 1270.62107
Yu, Yaming
35
2011
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.
34
2016
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122
Alquier, P.; Friel, N.; Everitt, R.; Boland, A.
33
2016
Estimation and selection for the latent block model on categorical data. Zbl 1331.62149
Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard
32
2015
Filtering via approximate Bayesian computation. Zbl 1252.62093
Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma
32
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.
30
2002
Hierarchical Bayesian level set inversion. Zbl 1384.62084
Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M.
29
2017
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
29
2014
A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343
Yang, Yi; Zou, Hui
28
2015
Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.
28
2011
Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206
Farcomeni, Alessio
28
2012
Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024
Vihola, Matti
27
2012
Block clustering with collapsed latent block models. Zbl 1322.62046
Wyse, Jason; Friel, Nial
27
2012
Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126
Xue, Liugen; Pang, Zhen
27
2013
Non-reversible Metropolis-Hastings. Zbl 1360.65040
Bierkens, Joris
26
2016
Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030
Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando
26
2012
Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113
Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong
26
2014
Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144
Zhou, Tingyou; Zhu, Liping
25
2017
Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002
Botev, Zdravko I.; Kroese, Dirk P.
25
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
An advancement in clustering via nonparametric density estimation. Zbl 1322.62175
Menardi, Giovanna; Azzalini, Adelchi
24
2014
Comparison of Bayesian predictive methods for model selection. Zbl 06737693
Piironen, Juho; Vehtari, Aki
23
2017
Shape constrained additive models. Zbl 1331.62367
Pya, Natalya; Wood, Simon N.
23
2015
Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035
Schäfer, Christian; Chopin, Nicolas
23
2013
Linear quantile mixed models. Zbl 1325.62010
Geraci, Marco; Bottai, Matteo
23
2014
Likelihood-free inference via classification. Zbl 1384.62089
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka
22
2018
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
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.
22
2015
Delayed acceptance particle MCMC for exact inference in stochastic kinetic models. Zbl 1332.60117
Golightly, Andrew; Henderson, Daniel A.; Sherlock, Chris
22
2015
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
Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. Zbl 1325.62139
Groll, Andreas; Tutz, Gerhard
22
2014
Proximal Markov chain Monte Carlo algorithms. Zbl 06604163
Pereyra, Marcelo
21
2016
Variable selection and estimation for partially linear single-index models with longitudinal data. Zbl 1331.62336
Li, Gaorong; Lai, Peng; Lian, Heng
21
2015
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
21
2012
Smoothing combined estimating equations in quantile regression for longitudinal data. Zbl 1325.62141
Leng, Chenlei; Zhang, Weiping
21
2014
On optimal multiple changepoint algorithms for large data. Zbl 06697671
Maidstone, Robert; Hocking, Toby; Rigaill, Guillem; Fearnhead, Paul
20
2017
A computationally efficient nonparametric approach for changepoint detection. Zbl 06737712
Haynes, Kaylea; Fearnhead, Paul; Eckley, Idris A.
20
2017
Parameter estimation in high dimensional Gaussian distributions. Zbl 1325.62006
Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo
20
2014
Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015
Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel
19
2012
Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011
Campbell, David; Steele, Russell J.
19
2012
A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155
Pesarin, Fortunato; Salmaso, Luigi
19
2012
Bayesian quantile regression for single-index models. Zbl 1325.62089
Hu, Yuao; Gramacy, Robert B.; Lian, Heng
19
2013
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
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.
18
2012
Model based labeling for mixture models. Zbl 1322.62047
Yao, Weixin
18
2012
On confidence intervals for semiparametric expectile regression. Zbl 1322.62136
Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas
18
2013
Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120
Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien
17
2012
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
A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049
Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas
17
2012
Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003
Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio
17
2013
Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122
Gollini, Isabella; Murphy, Thomas Brendan
17
2014
On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023
Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric
16
2015
Fast simulation of truncated Gaussian distributions. Zbl 1284.65015
Chopin, Nicolas
16
2011
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169
Klein, Nadja; Kneib, Thomas
15
2016
Model-based clustering using copulas with applications. Zbl 06652996
Kosmidis, Ioannis; Karlis, Dimitris
15
2016
A reweighting approach to robust clustering. Zbl 1384.62193
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín
15
2018
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
15
2015
Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194
Hirose, Kei; Yamamoto, Michio
15
2015
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022
Peters, G. W.; Fan, Y.; Sisson, S. A.
15
2012
Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175
Andrews, Jeffrey L.; Mcnicholas, Paul D.
15
2011
Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106
Soffritti, Gabriele; Galimberti, Giuliano
15
2011
Improving power posterior estimation of statistical evidence. Zbl 1322.62098
Friel, Nial; Hurn, Merrilee; Wyse, Jason
15
2014
Computing projection depth and its associated estimators. Zbl 1325.62014
Liu, Xiaohui; Zuo, Yijun
15
2014
Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316
Solin, Arno; Särkkä, Simo
14
2020
Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203
Farcomeni, Alessio
14
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
14
2015
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027
Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane
14
2012
Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061
Arlot, Sylvain; Celisse, Alain
14
2011
Straightforward intermediate rank tensor product smoothing in mixed models. Zbl 1322.62197
Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J.
14
2013
Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198
Zhang, Yanwei
14
2013
Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. Zbl 1325.62008
Browne, Ryan P.; McNicholas, Paul D.
14
2014
Multilevel structured additive regression. Zbl 1325.62179
Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas
14
2014
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.
13
2017
Inference in finite state space non parametric hidden Markov models and applications. Zbl 1342.62141
Gassiat, E.; Cleynen, A.; Robin, S.
13
2016
Fast covariance estimation for high-dimensional functional data. Zbl 1342.62094
Xiao, Luo; Zipunnikov, Vadim; Ruppert, David; Crainiceanu, Ciprian
13
2016
Copula regression spline models for binary outcomes. Zbl 06652990
Radice, Rosalba; Marra, Giampiero; Wojtyś, Małgorzata
13
2016
Variational Bayes with synthetic likelihood. Zbl 1384.65015
Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C.
13
2018
EM for mixtures. Initialization requires special care. Zbl 1331.62301
Baudry, Jean-Patrick; Celeux, Gilles
13
2015
Split Hamiltonian Monte Carlo. Zbl 1325.62018
Shahbaba, Babak; Lan, Shiwei; Johnson, Wesley O.; Neal, Radford M.
13
2014
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
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
On the identifiability of Bayesian factor analytic models. Zbl 1484.62008
Papastamoulis, Panagiotis; Ntzoufras, Ioannis
1
2022
Fast Bayesian inversion for high dimensional inverse problems. Zbl 1484.62005
Kugler, Benoit; Forbes, Florence; Douté, Sylvain
1
2022
Cauchy Markov random field priors for Bayesian inversion. Zbl 1484.62013
Suuronen, Jarkko; Chada, Neil K.; Roininen, Lassi
1
2022
Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions. Zbl 1484.62001
Abdulle, Assyr; Pavliotis, Grigorios A.; Zanoni, Andrea
1
2022
Unbiased approximation of posteriors via coupled particle Markov chain Monte Carlo. Zbl 1486.62010
van den Boom, Willem; Jasra, Ajay; De Iorio, Maria; Beskos, Alexandros; Eriksson, Johan G.
1
2022
Adaptive random neighbourhood informed Markov chain Monte Carlo for high-dimensional Bayesian variable selection. Zbl 1497.62011
Liang, Xitong; Livingstone, Samuel; Griffin, Jim
1
2022
Ensemble Kalman inversion: mean-field limit and convergence analysis. Zbl 1462.62023
Ding, Zhiyan; Li, Qin
7
2021
Robust fitting for generalized additive models for location, scale and shape. Zbl 1461.62008
Aeberhard, William H.; Cantoni, Eva; Marra, Giampiero; Radice, Rosalba
3
2021
Convergence rates for optimised adaptive importance samplers. Zbl 1461.62010
Akyildiz, Ömer Deniz; Míguez, Joaquín
3
2021
Gaussian process learning via Fisher scoring of Vecchia’s approximation. Zbl 1475.62033
Guinness, Joseph
3
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.
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
A piecewise deterministic Monte Carlo method for diffusion bridges. Zbl 1475.62019
Bierkens, Joris; Grazzi, Sebastiano; van der Meulen, Frank; Schauer, Moritz
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
Accelerating sequential Monte Carlo with surrogate likelihoods. Zbl 1475.62020
Bon, Joshua J.; Lee, Anthony; Drovandi, Christopher
2
2021
A Metropolis-class sampler for targets with non-convex support. Zbl 1475.62051
Moriarty, John; Vogrinc, Jure; Zocca, Alessandro
2
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
An adaptive MCMC method for Bayesian variable selection in logistic and accelerated failure time regression models. Zbl 1461.62024
Wan, Kitty Yuen Yi; Griffin, Jim E.
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
Sequential Bayesian optimal experimental design for structural reliability analysis. Zbl 1475.62013
Agrell, Christian; Dahl, Kristina Rognlien
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 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
Confidence graphs for graphical model selection. Zbl 1475.62065
Wang, Linna; Qin, Yichen; Li, Yang
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
Generalized parallel tempering on Bayesian inverse problems. Zbl 1476.62015
Latz, Jonas; Madrigal-Cianci, Juan P.; Nobile, Fabio; Tempone, Raúl
1
2021
Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316
Solin, Arno; Särkkä, Simo
14
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
8
2020
The minimum regularized covariance determinant estimator. Zbl 1436.62197
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim
7
2020
Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107
Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S.
6
2020
Robust Bayesian synthetic likelihood via a semi-parametric approach. Zbl 1436.62090
An, Ziwen; Nott, David J.; Drovandi, Christopher
6
2020
Central quantile subspace. Zbl 1437.62140
Christou, Eliana
6
2020
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On some consistent tests of mutual independence among several random vectors of arbitrary dimensions. Zbl 1452.62355
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Cited by 6,190 Authors

45 McNicholas, Paul D.
38 Jasra, Ajay
30 Drovandi, Christopher C.
27 Lin, Tsung I.
26 Kneib, Thomas
24 Nott, David John
24 Punzo, Antonio
22 Walker, Stephen Grahm
20 Lachos Dávila, Víctor Hugo
20 Lian, Heng
19 Mayo-Iscar, Agustin
19 McLachlan, Geoffrey John
18 Browne, Ryan P.
18 Friel, Nial
18 García-Escudero, Luis Angel
17 Farcomeni, Alessio
17 Tran, Minh Ngoc
17 Wang, Wan-Lun
17 Zhang, Jun
16 Bouveyron, Charles
16 Yao, Weixin
15 Fearnhead, Paul
15 Marra, Giampiero
15 Murphy, Thomas Brendan
15 Ntzoufras, Ioannis
15 Pettitt, Anthony N.
14 Vehtari, Aki
13 Klein, Nadja
13 Pauly, Markus
13 Roberts, Gareth O.
13 Sisson, Scott A.
12 Dellaportas, Petros
12 Lee, Sharon X.
12 Oates, Chris J.
12 Rosenthal, Jeffrey S.
12 Stuart, Andrew M.
11 Cao, Jiguo
11 Chen, Xiaolin
11 Genton, Marc G.
11 Ginsbourger, David
11 Girolami, Mark A.
11 Ingrassia, Salvatore
11 Lelièvre, Tony
11 Mateu, Jorge
11 Müller, Peter
11 Riani, Marco
11 Singh, Sumeetpal S.
10 Bachoc, François
10 Castro, Luis Mauricio
10 Corander, Jukka
10 Dunson, David Brian
10 Eckley, Idris A.
10 Greselin, Francesca
10 Griffin, Jim E.
10 Jamalizadeh, Ahad
10 Lai, Peng
10 Maruotti, Antonello
10 Pereyra, Marcelo
10 Radice, Rosalba
10 Wong, Wengkee
9 Alhamzawi, Rahim
9 Arellano-Valle, Reinaldo Boris
9 Cerioli, Andrea
9 Forbes, Florence
9 Gordaliza, Alfonso
9 Greven, Sonja
9 Harman, Radoslav
9 Kohn, Robert J.
9 McGree, James M.
9 Míguez, Joaquín
9 Moulines, Eric
9 Mulder, Joris
9 Porcu, Emilio
9 Quintana, Fernando Andrés
9 Salmaso, Luigi
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9 Tjøstheim, Dag B.
9 Yang, Hu
9 Zhang, Qingzhao
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8 Golightly, Andrew
8 Guo, Chaohui
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8 Kantas, Nikolas
8 Kypraios, Theodore
8 Latz, Jonas
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Cited in 324 Journals

383 Statistics and Computing
311 Computational Statistics and Data Analysis
139 Journal of Statistical Computation and Simulation
115 Journal of Computational and Graphical Statistics
109 Computational Statistics
99 Electronic Journal of Statistics
93 Journal of Applied Statistics
92 Journal of Multivariate Analysis
91 The Annals of Applied Statistics
89 Communications in Statistics. Simulation and Computation
75 Advances in Data Analysis and Classification. ADAC
73 SIAM/ASA Journal on Uncertainty Quantification
58 Bayesian Analysis
56 Journal of Statistical Planning and Inference
54 Journal of the American Statistical Association
54 Test
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53 Communications in Statistics. Theory and Methods
46 Statistics & Probability Letters
44 Statistical Science
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38 The Annals of Statistics
37 Bernoulli
36 SIAM Journal on Scientific Computing
35 Journal of Computational Physics
35 Statistical Papers
32 Journal of Econometrics
30 Journal of Machine Learning Research (JMLR)
29 Psychometrika
29 Journal of Agricultural, Biological, and Environmental Statistics
28 Journal of Classification
26 Methodology and Computing in Applied Probability
25 Journal of Mathematical Psychology
23 Annals of the Institute of Statistical Mathematics
22 European Journal of Operational Research
22 Journal of Nonparametric Statistics
22 Journal of Statistical Theory and Practice
21 Brazilian Journal of Probability and Statistics
20 Statistics
20 Journal of the Korean Statistical Society
18 Inverse Problems
18 Biometrics
18 The Annals of Applied Probability
17 The Canadian Journal of Statistics
17 Computer Methods in Applied Mechanics and Engineering
17 Journal of Computational and Applied Mathematics
17 Machine Learning
15 Metrika
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14 International Journal of Approximate Reasoning
14 AStA. Advances in Statistical Analysis
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13 Lifetime Data Analysis
12 Journal of Statistical Physics
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12 Biometrical Journal
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11 Statistica Sinica
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10 Information Sciences
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7 Applied Mathematics and Computation
7 Econometric Reviews
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7 Data Mining and Knowledge Discovery
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 Soft Computing
6 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 ASTIN Bulletin
6 North American Actuarial Journal
6 Sankhyā. Series A
6 SIAM Journal on Mathematics of Data Science
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