Journal of Computational and Graphical StatisticsAn Official Journal of the American Statistical Association, IMS, and IFNA Short Title: J. Comput. Graph. Stat. Publisher: Taylor & Francis, Basingstoke ISSN: 1061-8600; 1537-2715/e Online: http://www.tandfonline.com/loi/ucgs20http://www.jstor.org/journals/10618600.html Documents Indexed: 448 Publications (since 2018) References Indexed: 443 Publications with 17,677 References. all top 5 Latest Issues 31, No. 4 (2022) 31, No. 3 (2022) 31, No. 2 (2022) 31, No. 1 (2022) 30, No. 4 (2021) 30, No. 3 (2021) 30, No. 2 (2021) 30, No. 1 (2021) 29, No. 4 (2020) 29, No. 3 (2020) 29, No. 2 (2020) 29, No. 1 (2020) 28, No. 4 (2019) 28, No. 3 (2019) 28, No. 2 (2019) 28, No. 1 (2019) 27, No. 4 (2018) 27, No. 3 (2018) 27, No. 2 (2018) 27, No. 1 (2018) all top 5 Authors 8 Cook, Dianne 8 Hyndman, Rob J. 7 Nott, David John 6 Genton, Marc G. 5 Tran, Minh Ngoc 4 Drovandi, Christopher C. 4 Friel, Nial 4 Klein, Nadja 4 Mateu, Jorge 4 Müller, Peter 4 Priebe, Carey E. 4 Ruppert, David 4 Smith, Michael Stanley 4 Villani, Mattias 3 Ahn, Jeongyoun 3 Beskos, Alexandros 3 Bolin, David 3 Chi, Eric C. 3 Crăiniceanu, Ciprian-Mugur 3 Fearnhead, Paul 3 Frazier, David T. 3 Gaynanova, Irina 3 Ghosh, Sujit Kumar 3 Haran, Murali 3 Hocking, Toby Dylan 3 Hornik, Kurt 3 Kandanaarachchi, Sevvandi 3 Selland Kleppe, Tore 3 Kohn, Robert J. 3 Kottas, Athanasios 3 Laa, Ursula 3 Li, Jia 3 Ma, Ping 3 Maitra, Ranjan 3 McCormick, Tyler H. 3 Molstad, Aaron J. 3 Park, Jaewoo 3 Qu, Annie 3 Reich, Brian James 3 Rothman, Adam J. 3 Rusch, Thomas 3 Tak, Hyungsuk 3 Unwin, Antony R. 3 van Dyk, David A. 3 Zhou, Hua 2 Adams, Niall M. 2 Algeri, Sara 2 Amiri, Saeid 2 Anitescu, Mihai 2 Berger, Moritz 2 Bien, Jacob 2 Binois, Mickaël 2 Cao, Jiguo 2 Chen, Minghui 2 Chen, Yuguo 2 Clarke, Bertrand S. 2 Clarke, Jennifer Lynn 2 Cui, Erjia 2 Czado, Claudia 2 Dahl, David B. 2 Dai, Fan 2 Dettoni, Robinson 2 Doss, Charles R. 2 Doss, Hani 2 Dunson, David Brian 2 Eckley, Idris A. 2 Fong, Youyi 2 Fosdick, Bailey K. 2 Gallagher, Shannon K. 2 George, Edward I. 2 Ginsbourger, David 2 Guinness, Joseph 2 Han, Peisong 2 Hellmuth, Marc 2 Henderson, Nicholas C. 2 Hoff, Peter D. 2 Hofmann, Heike 2 Hu, Liuyi 2 Huang, Hsin-Cheng 2 Hurley, Catherine B. 2 Jeon, Yongho 2 Ji, Yuan 2 Josse, Julie 2 Kaplan, Andee J. 2 Ko, Seyoon 2 Kosorok, Michael R. 2 Latouche, Pierre 2 Lee, Herbert K. H. 2 Leroux, Andrew 2 Li, Zeda 2 Liebscher, Volkmar 2 Lin, Lin 2 Liu, Yufeng 2 Loaiza-Maya, Rubén 2 Lock, Eric F. 2 Lu, Wenbin 2 Luo, Ruiyan 2 Lyzinski, Vince 2 Mair, Patrick 2 Maire, Florian ...and 956 more Authors Fields 448 Statistics (62-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 209 Publications have been cited 790 times in 706 Documents Cited by ▼ Year ▼ Bayesian synthetic likelihood. Zbl 07498962Price, L. F.; Drovandi, C. C.; Lee, A.; Nott, D. J. 15 2018 Practical heteroscedastic Gaussian process modeling for large simulation experiments. Zbl 07498993Binois, Mickaël; Gramacy, Robert B.; Ludkovski, Mike 11 2018 Gaussian variational approximation with a factor covariance structure. Zbl 07498925Ong, Victor M.-H.; Nott, David J.; Smith, Michael S. 10 2018 Algorithms for fitting the constrained Lasso. Zbl 07498997Gaines, Brian R.; Kim, Juhyun; Zhou, Hua 9 2018 Simultaneous variable and covariance selection with the multivariate spike-and-slab Lasso. Zbl 07499036Deshpande, Sameer K.; Ročková, Veronika; George, Edward I. 9 2019 Efficient algorithms for Bayesian nearest neighbor Gaussian processes. Zbl 07499062Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto 9 2019 The rational SPDE approach for Gaussian random fields with general smoothness. Zbl 07499255Bolin, David; Kirchner, Kristin 9 2020 Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945Genton, Marc G.; Keyes, David E.; Turkiyyah, George 7 2018 Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 7 2018 The graphical horseshoe estimator for inverse covariance matrices. Zbl 07499091Li, Yunfan; Craig, Bruce A.; Bhadra, Anindya 7 2019 Heteroscedastic BART via multiplicative regression trees. Zbl 07499266Pratola, M. T.; Chipman, H. A.; George, E. I.; McCulloch, R. E. 7 2020 Sparse convex clustering. Zbl 07498956Wang, Binhuan; Zhang, Yilong; Sun, Will Wei; Fang, Yixin 6 2018 Interaction model and model selection for function-on-function regression. Zbl 07499055Luo, Ruiyan; Qi, Xin 6 2019 Fast computation of Tukey trimmed regions and median in dimension \(p > 2\). Zbl 07499086Liu, Xiaohui; Mosler, Karl; Mozharovskyi, Pavlo 6 2019 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 5 2018 Speeding up MCMC by delayed acceptance and data subsampling. Zbl 07498963Quiroz, Matias; Tran, Minh-Ngoc; Villani, Mattias; Kohn, Robert 5 2018 Multidimensional scaling with very large datasets. Zbl 07499003Paradis, Emmanuel 5 2018 An expectation conditional maximization approach for Gaussian graphical models. Zbl 07499025Li, Zehang Richard; McCormick, Tyler H. 5 2019 Simultaneous dimensionality and complexity model selection for spectral graph clustering. Zbl 07499867Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J. 5 2021 Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 5 2020 A repelling-attracting Metropolis algorithm for multimodality. Zbl 07498926Tak, Hyungsuk; Meng, Xiao-Li; van Dyk, David A. 4 2018 Tensor-on-tensor regression. Zbl 07498939Lock, Eric F. 4 2018 Estimating orthant probabilities of high-dimensional Gaussian vectors with an application to set estimation. Zbl 07498944Azzimonti, Dario; Ginsbourger, David 4 2018 Phase-amplitude separation and modeling of spherical trajectories. Zbl 07498969Zhang, Zhengwu; Klassen, Eric; Srivastava, Anuj 4 2018 Minimax and minimax projection designs using clustering. Zbl 07498976Mak, Simon; Roshan Joseph, V. 4 2018 Additive function-on-function regression. Zbl 07498981Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 4 2018 A computationally efficient projection-based approach for spatial generalized linear mixed models. Zbl 07498984Guan, Yawen; Haran, Murali 4 2018 Optimal designs for multi-response nonlinear regression models with several factors via semidefinite programming. Zbl 07499012Wong, Weng Kee; Yin, Yue; Zhou, Julie 4 2019 Efficient sampling for Gaussian linear regression with arbitrary priors. Zbl 07499018Hahn, P. Richard; He, Jingyu; Lopes, Hedibert F. 4 2019 Multiresolution network models. Zbl 07499021Fosdick, Bailey K.; McCormick, Tyler H.; Murphy, Thomas Brendan; Ng, Tin Lok James; Westling, Ted 4 2019 Improving approximate Bayesian computation via quasi-Monte Carlo. Zbl 07499023Buchholz, Alexander; Chopin, Nicolas 4 2019 A metaheuristic adaptive cubature based algorithm to find Bayesian optimal designs for nonlinear models. Zbl 07499032Masoudi, Ehsan; Holling, Heinz; Duarte, Belmiro P. M.; Wong, Weng Kee 4 2019 Detecting changes in slope with an \(L_0\) penalty. Zbl 07499051Fearnhead, Paul; Maidstone, Robert; Letchford, Adam 4 2019 Accelerating Bayesian synthetic likelihood with the graphical Lasso. Zbl 07499068An, Ziwen; South, Leah F.; Nott, David J.; Drovandi, Christopher C. 4 2019 ABC-CDE: toward approximate Bayesian computation with complex high-dimensional data and limited simulations. Zbl 07499071Izbicki, Rafael; Lee, Ann B.; Pospisil, Taylor 4 2019 Multivariate outliers and the O3 plot. Zbl 07499082Unwin, Antony 4 2019 The accumulated persistence function, a new useful functional summary statistic for topological data analysis, with a view to brain artery trees and spatial point process applications. Zbl 07499085Biscio, Christophe A. N.; Møller, Jesper 4 2019 Valid inference corrected for outlier removal. Zbl 07499259Chen, Shuxiao; Bien, Jacob 4 2020 Anomaly detection in streaming nonstationary temporal data. Zbl 07499268Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate; Kandanaarachchi, Sevvandi; Muñoz, Mario A. 4 2020 Bayesian function-on-scalars regression for high-dimensional data. Zbl 07499302Kowal, Daniel R.; Bourgeois, Daniel C. 4 2020 LowCon: a design-based subsampling approach in a misspecified linear model. Zbl 07499911Meng, Cheng; Xie, Rui; Mandal, Abhyuday; Zhang, Xinlian; Zhong, Wenxuan; Ma, Ping 4 2021 Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930Frazier, David T.; Drovandi, Christopher 4 2021 Forward event-chain Monte Carlo: fast sampling by randomness control in irreversible Markov chains. Zbl 07500350Michel, Manon; Durmus, Alain; Sénécal, Stéphane 4 2020 Building representative matched samples with multi-valued treatments in large observational studies. Zbl 07500354Bennett, Magdalena; Vielma, Juan Pablo; Zubizarreta, José R. 4 2020 Latent network estimation and variable selection for compositional data via variational EM. Zbl 07546467Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina 3 2022 Subset multivariate collective and point anomaly detection. Zbl 07547634Fisch, Alexander T. M.; Eckley, Idris A.; Fearnhead, Paul 3 2022 Bayesian model selection for exponential random graph models via adjusted pseudolikelihoods. Zbl 07498929Bouranis, Lampros; Friel, Nial; Maire, Florian 3 2018 BAMLSS: Bayesian additive models for location, scale, and shape (and beyond). Zbl 07498937Umlauf, Nikolaus; Klein, Nadja; Zeileis, Achim 3 2018 Fast and exact simulation of complex-valued stationary Gaussian processes through embedding circulant matrix. Zbl 07498946Coeurjolly, Jean-Francois; Porcu, Emilio 3 2018 A new unified approach for the simulation of a wide class of directional distributions. Zbl 07498947Kent, John T.; Ganeiber, Asaad M.; Mardia, Kanti V. 3 2018 On kernel-based intensity estimation of spatial point patterns on linear networks. Zbl 07498948Moradi, M. Mehdi; Rodríguez-Cortés, Francisco J.; Mateu, Jorge 3 2018 A measure of directional outlyingness with applications to image data and video. Zbl 07498952Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia 3 2018 A new approach to censored quantile regression estimation. Zbl 07498958Yang, Xiaorong; Narisetty, Naveen Naidu; He, Xuming 3 2018 Computationally efficient estimation for the generalized odds rate mixture cure model with interval-censored data. Zbl 07498966Zhou, Jie; Zhang, Jiajia; Lu, Wenbin 3 2018 Hierarchical low rank approximation of likelihoods for large spatial datasets. Zbl 07498971Huang, Huang; Sun, Ying 3 2018 Quadrature methods for Bayesian optimal design of experiments with nonnormal prior distributions. Zbl 07498977Goos, Peter; Mylona, Kalliopi 3 2018 Estimating individual treatment effect in observational data using random forest methods. Zbl 07498979Lu, Min; Sadiq, Saad; Feaster, Daniel J.; Ishwaran, Hemant 3 2018 Generalized additive models for pair-copula constructions. Zbl 07498985Vatter, Thibault; Nagler, Thomas 3 2018 Multivariate functional data visualization and outlier detection. Zbl 07499002Dai, Wenlin; Genton, Marc G. 3 2018 A penalized likelihood method for classification with matrix-valued predictors. Zbl 07499008Molstad, Aaron J.; Rothman, Adam J. 3 2019 A spatial Markov model for climate extremes. Zbl 07499016Reich, Brian J.; Shaby, Benjamin A. 3 2019 Uncertainty quantification for modern high-dimensional regression via scalable Bayesian methods. Zbl 07499020Rajaratnam, Bala; Sparks, Doug; Khare, Kshitij; Zhang, Liyuan 3 2019 Damped Anderson acceleration with restarts and monotonicity control for accelerating EM and EM-like algorithms. Zbl 07499030Henderson, Nicholas C.; Varadhan, Ravi 3 2019 The generalized ridge estimator of the inverse covariance matrix. Zbl 07499037van Wieringen, Wessel N. 3 2019 Robust and accurate inference via a mixture of Gaussian and Student’s \(t\) errors. Zbl 07499063Tak, Hyungsuk; Ellis, Justin A.; Ghosh, Sujit K. 3 2019 Automatic response category combination in multinomial logistic regression. Zbl 07499092Price, Bradley S.; Geyer, Charles J.; Rothman, Adam J. 3 2019 Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. 3 2020 Testing one hypothesis multiple times: the multidimensional case. Zbl 07499262Algeri, Sara; van Dyk, David A. 3 2020 A function emulation approach for doubly intractable distributions. Zbl 07499272Park, Jaewoo; Haran, Murali 3 2020 Bayesian deep net GLM and GLMM. Zbl 07499275Tran, M.-N.; Nguyen, N.; Nott, D.; Kohn, R. 3 2020 A slice tour for finding hollowness in high-dimensional data. Zbl 07499307Laa, Ursula; Cook, Dianne; Valencia, German 3 2020 Local linear forests. Zbl 07499871Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan 3 2021 Anomaly detection in high-dimensional data. Zbl 07499872Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate 3 2021 Generalized spatially varying coefficient models. Zbl 07499877Kim, Myungjin; Wang, Li 3 2021 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885Zhang, Tao; Ning, Yang; Ruppert, David 3 2021 Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908Hofert, Marius; Prasad, Avinash; Zhu, Mu 3 2021 Model-based microbiome data ordination: a variational approximation approach. Zbl 07499935Zeng, Yanyan; Zhao, Hongyu; Wang, Tao 3 2021 Automated redistricting simulation using Markov chain Monte Carlo. Zbl 07500352Fifield, Benjamin; Higgins, Michael; Imai, Kosuke; Tarr, Alexander 3 2020 Burning sage: reversing the curse of dimensionality in the visualization of high-dimensional data. Zbl 07546458Laa, Ursula; Cook, Dianne; Lee, Stuart 2 2022 Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477Min, Keqian; Mai, Qing; Zhang, Xin 2 2022 Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D. 2 2022 Persistence terrace for topological inference of point cloud data. Zbl 07498934Moon, Chul; Giansiracusa, Noah; Lazar, Nicole A. 2 2018 Gradient-based regularization parameter selection for problems with nonsmooth penalty functions. Zbl 07498959Feng, Jean; Simon, Noah 2 2018 Ensemble graphics. Zbl 07498975Unwin, Antony; Valero-Mora, Pedro 2 2018 Assessing and quantifying clusteredness: the OPTICS Cordillera. Zbl 07498980Rusch, Thomas; Hornik, Kurt; Mair, Patrick 2 2018 Measuring the stability of results from supervised statistical learning. Zbl 07498983Philipp, Michel; Rusch, Thomas; Hornik, Kurt; Strobl, Carolin 2 2018 Minimizing sum of truncated convex functions and its applications. Zbl 07499007Liu, Tzu-Ying; Jiang, Hui 2 2019 Iterative proportional scaling revisited: a modern optimization perspective. Zbl 07499011She, Yiyuan; Tang, Shao 2 2019 Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Zbl 07499031Scrucca, Luca; Serafini, Alessio 2 2019 Simultaneous registration and clustering for multidimensional functional data. Zbl 07499038Zeng, Pengcheng; Shi, Jian Qing; Kim, Won-Seok 2 2019 Adaptive component-wise multiple-try Metropolis sampling. Zbl 07499052Yang, Jinyoung; Levi, Evgeny; Craiu, Radu V.; Rosenthal, Jeffrey S. 2 2019 MM algorithms for variance components models. Zbl 07499058Zhou, Hua; Hu, Liuyi; Zhou, Jin; Lange, Kenneth 2 2019 Classical backfitting for smooth-backfitting additive models. Zbl 07499061Huang, Li-Shan; Yu, Chung-Hsin 2 2019 Auxiliary likelihood-based approximate Bayesian computation in state space models. Zbl 07499073Martin, Gael M.; McCabe, Brendan P. M.; Frazier, David T.; Maneesoonthorn, Worapree; Robert, Christian P. 2 2019 Variational Bayes estimation of discrete-margined copula models with application to time series. Zbl 07499074Loaiza-Maya, Rubén; Smith, Michael Stanley 2 2019 Penalized orthogonal iteration for sparse estimation of generalized eigenvalue problem. Zbl 07499088Jung, Sungkyu; Ahn, Jeongyoun; Jeon, Yongho 2 2019 An iterative sparse-group Lasso. Zbl 07499089Laria, Juan C.; Carmen Aguilera-Morillo, M.; Lillo, Rosa E. 2 2019 Scalable Bayesian inference for coupled hidden Markov and semi-Markov models. Zbl 07499252Touloupou, Panayiota; Finkenstädt, Bärbel; Spencer, Simon E. F. 2 2020 Simulating Markov random fields with a conclique-based Gibbs sampler. Zbl 07499256Kaplan, Andee; Kaiser, Mark S.; Lahiri, Soumendra N.; Nordman, Daniel J. 2 2020 Scalable Bayesian nonparametric clustering and classification. Zbl 07499271Ni, Yang; Müller, Peter; Diesendruck, Maurice; Williamson, Sinead; Zhu, Yitan; Ji, Yuan 2 2020 Latent network estimation and variable selection for compositional data via variational EM. Zbl 07546467Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina 3 2022 Subset multivariate collective and point anomaly detection. Zbl 07547634Fisch, Alexander T. M.; Eckley, Idris A.; Fearnhead, Paul 3 2022 Burning sage: reversing the curse of dimensionality in the visualization of high-dimensional data. Zbl 07546458Laa, Ursula; Cook, Dianne; Lee, Stuart 2 2022 Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477Min, Keqian; Mai, Qing; Zhang, Xin 2 2022 Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D. 2 2022 Data integration with oracle use of external information from heterogeneous populations. Zbl 07633298Zhai, Yuqi; Han, Peisong 2 2022 Efficient Bayesian synthetic likelihood with whitening transformations. Zbl 07546459Priddle, Jacob W.; Sisson, Scott A.; Frazier, David T.; Turner, Ian; Drovandi, Christopher 1 2022 Bayesian optimization via barrier functions. Zbl 07546461Pourmohamad, Tony; Lee, Herbert K. H. 1 2022 Estimation and selection for high-order Markov chains with Bayesian mixture transition distribution models. Zbl 07546463Heiner, Matthew; Kottas, Athanasios 1 2022 The holdout randomization test for feature selection in black box models. Zbl 07546466Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. 1 2022 A relabeling approach to handling the class imbalance problem for logistic regression. Zbl 07546473Li, Yazhe; Adams, Niall; Bellotti, Tony 1 2022 On moments of folded and doubly truncated multivariate extended skew-normal distributions. Zbl 07547624Morales, Christian E. Galarza; Matos, Larissa A.; Dey, Dipak K.; Lachos, Victor H. 1 2022 Rapid Bayesian inference for expensive stochastic models. Zbl 07547629Warne, David J.; Baker, Ruth E.; Simpson, Matthew J. 1 2022 Adaptive preferential sampling in phylodynamics with an application to SARS-CoV-2. Zbl 07547631Cappello, Lorenzo; Palacios, Julia A. 1 2022 Dependent modeling of temporal sequences of random partitions. Zbl 07547637Page, Garritt L.; Quintana, Fernando A.; Dahl, David B. 1 2022 Population quasi-Monte Carlo. Zbl 07633201Huang, Chaofan; Joseph, V. Roshan; Mak, Simon 1 2022 Scalable computation of predictive probabilities in probit models with Gaussian process priors. Zbl 07633202Cao, Jian; Durante, Daniele; Genton, Marc G. 1 2022 Visualizing class specific heterogeneous tendencies in categorical data. Zbl 07633208Takagishi, Mariko; van de Velden, Michel 1 2022 A probit tensor factorization model for relational learning. Zbl 07633213Liu, Ye; Song, Rui; Lu, Wenbin; Xiao, Yanghua 1 2022 Simultaneous dimensionality and complexity model selection for spectral graph clustering. Zbl 07499867Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J. 5 2021 LowCon: a design-based subsampling approach in a misspecified linear model. Zbl 07499911Meng, Cheng; Xie, Rui; Mandal, Abhyuday; Zhang, Xinlian; Zhong, Wenxuan; Ma, Ping 4 2021 Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930Frazier, David T.; Drovandi, Christopher 4 2021 Local linear forests. Zbl 07499871Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan 3 2021 Anomaly detection in high-dimensional data. Zbl 07499872Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate 3 2021 Generalized spatially varying coefficient models. Zbl 07499877Kim, Myungjin; Wang, Li 3 2021 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885Zhang, Tao; Ning, Yang; Ruppert, David 3 2021 Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908Hofert, Marius; Prasad, Avinash; Zhu, Mu 3 2021 Model-based microbiome data ordination: a variational approximation approach. Zbl 07499935Zeng, Yanyan; Zhao, Hongyu; Wang, Tao 3 2021 Nonreversible jump algorithms for Bayesian nested model selection. Zbl 07499862Gagnon, Philippe; Doucet, Arnaud 2 2021 Delayed acceptance ABC-SMC. Zbl 07499881Everitt, Richard G.; Rowińska, Paulina A. 2 2021 Model selection with Lasso-zero: adding straw to the haystack to better find needles. Zbl 07499899Descloux, Pascaline; Sardy, Sylvain 2 2021 MIP-BOOST: efficient and effective \(L_0\) Feature selection for linear regression. Zbl 07499902Kenney, Ana; Chiaromonte, Francesca; Felici, Giovanni 2 2021 Assessing and visualizing simultaneous simulation error. Zbl 07499863Robertson, Nathan; Flegal, James M.; Vats, Dootika; Jones, Galin L. 1 2021 Asymptotically exact data augmentation: models, properties, and algorithms. Zbl 07499864Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre 1 2021 Improving Bayesian local spatial models in large datasets. Zbl 07499865Lenzi, Amanda; Castruccio, Stefano; Rue, Håvard; Genton, Marc G. 1 2021 Marginally calibrated deep distributional regression. Zbl 07499875Klein, Nadja; Nott, David J.; Smith, Michael Stanley 1 2021 Massive parallelization boosts big Bayesian multidimensional scaling. Zbl 07499878Holbrook, Andrew J.; Lemey, Philippe; Baele, Guy; Dellicour, Simon; Brockmann, Dirk; Rambaut, Andrew; Suchard, Marc A. 1 2021 Illumination depth. Zbl 07499883Nagy, Stanislav; Dvořák, Jiří 1 2021 Bayesian spatial clustering of extremal behavior for hydrological variables. Zbl 07499884Rohrbeck, Christian; Tawn, Jonathan A. 1 2021 Penalized quantile regression for distributed big data using the slack variable representation. Zbl 07499901Fan, Ye; Lin, Nan; Yin, Xianjun 1 2021 Distributed Bayesian inference in linear mixed-effects models. Zbl 07499904Srivastava, Sanvesh; Xu, Yixiang 1 2021 Fast Markov chain Monte Carlo for high-dimensional Bayesian regression models with shrinkage priors. Zbl 07499907Jin, Rui; Tan, Aixin 1 2021 Tensor canonical correlation analysis with convergence and statistical guarantees. Zbl 07499913Chen, You-Lin; Kolar, Mladen; Tsay, Ruey S. 1 2021 Modeling nonstationary extreme dependence with stationary max-stable processes and multidimensional scaling. Zbl 07499914Chevalier, Clément; Martius, Olivia; Ginsbourger, David 1 2021 Change-point detection for graphical models in the presence of missing values. Zbl 07499916Londschien, Malte; Kovács, Solt; Bühlmann, Peter 1 2021 Additive functional Cox model. Zbl 07499917Cui, Erjia; Crainiceanu, Ciprian M.; Leroux, Andrew 1 2021 Adaptive Bayesian spectral analysis of high-dimensional nonstationary time series. Zbl 07499918Li, Zeda; Rosen, Ori; Ferrarelli, Fabio; Krafty, Robert T. 1 2021 Alternating pruned dynamic programming for multiple epidemic change-point estimation. Zbl 07499919Zhao, Zifeng; Yau, Chun Yip 1 2021 Importance sampling-based transport map Hamiltonian Monte Carlo for Bayesian hierarchical models. Zbl 07499926Osmundsen, Kjartan Kloster; Selland Kleppe, Tore; Liesenfeld, Roman 1 2021 A pseudo-likelihood approach to linear regression with partially shuffled data. Zbl 07499932Slawski, Martin; Diao, Guoqing; Ben-David, Emanuel 1 2021 Least-square approximation for a distributed system. Zbl 07499933Zhu, Xuening; Li, Feng; Wang, Hansheng 1 2021 Multi-resolution filters for massive spatio-temporal data. Zbl 07499939Jurek, Marcin; Katzfuss, Matthias 1 2021 Maximum likelihood estimation and graph matching in errorfully observed networks. Zbl 07499940Arroyo, Jesús; Sussman, Daniel L.; Priebe, Carey E.; Lyzinski, Vince 1 2021 Flexible and fast spatial return level estimation via a spatially fused penalty. Zbl 07499941Sass, Danielle; Li, Bo; Reich, Brian J. 1 2021 Cluster optimized proximity scaling. Zbl 07499943Rusch, Thomas; Mair, Patrick; Hornik, Kurt 1 2021 Sequential learning of active subspaces. Zbl 07499948Wycoff, Nathan; Binois, Mickaël; Wild, Stefan M. 1 2021 The rational SPDE approach for Gaussian random fields with general smoothness. Zbl 07499255Bolin, David; Kirchner, Kristin 9 2020 Heteroscedastic BART via multiplicative regression trees. Zbl 07499266Pratola, M. T.; Chipman, H. A.; George, E. I.; McCulloch, R. E. 7 2020 Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 5 2020 Valid inference corrected for outlier removal. Zbl 07499259Chen, Shuxiao; Bien, Jacob 4 2020 Anomaly detection in streaming nonstationary temporal data. Zbl 07499268Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate; Kandanaarachchi, Sevvandi; Muñoz, Mario A. 4 2020 Bayesian function-on-scalars regression for high-dimensional data. Zbl 07499302Kowal, Daniel R.; Bourgeois, Daniel C. 4 2020 Forward event-chain Monte Carlo: fast sampling by randomness control in irreversible Markov chains. Zbl 07500350Michel, Manon; Durmus, Alain; Sénécal, Stéphane 4 2020 Building representative matched samples with multi-valued treatments in large observational studies. Zbl 07500354Bennett, Magdalena; Vielma, Juan Pablo; Zubizarreta, José R. 4 2020 Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. 3 2020 Testing one hypothesis multiple times: the multidimensional case. Zbl 07499262Algeri, Sara; van Dyk, David A. 3 2020 A function emulation approach for doubly intractable distributions. Zbl 07499272Park, Jaewoo; Haran, Murali 3 2020 Bayesian deep net GLM and GLMM. Zbl 07499275Tran, M.-N.; Nguyen, N.; Nott, D.; Kohn, R. 3 2020 A slice tour for finding hollowness in high-dimensional data. Zbl 07499307Laa, Ursula; Cook, Dianne; Valencia, German 3 2020 Automated redistricting simulation using Markov chain Monte Carlo. Zbl 07500352Fifield, Benjamin; Higgins, Michael; Imai, Kosuke; Tarr, Alexander 3 2020 Scalable Bayesian inference for coupled hidden Markov and semi-Markov models. Zbl 07499252Touloupou, Panayiota; Finkenstädt, Bärbel; Spencer, Simon E. F. 2 2020 Simulating Markov random fields with a conclique-based Gibbs sampler. Zbl 07499256Kaplan, Andee; Kaiser, Mark S.; Lahiri, Soumendra N.; Nordman, Daniel J. 2 2020 Scalable Bayesian nonparametric clustering and classification. Zbl 07499271Ni, Yang; Müller, Peter; Diesendruck, Maurice; Williamson, Sinead; Zhu, Yitan; Ji, Yuan 2 2020 Scalable visualization methods for modern generalized additive models. Zbl 07499273Fasiolo, Matteo; Nedellec, Raphaël; Goude, Yannig; Wood, Simon N. 2 2020 Bayesian model averaging over tree-based dependence structures for multivariate extremes. Zbl 07499281Vettori, Sabrina; Huser, Raphaël; Segers, Johan; Genton, Marc G. 2 2020 Estimating time-varying graphical models. Zbl 07499282Yang, Jilei; Peng, Jie 2 2020 First- and second-order characteristics of spatio-temporal point processes on linear networks. Zbl 07499286Moradi, M. Mehdi; Mateu, Jorge 2 2020 Estimating truncated functional linear models with a nested group bridge approach. 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Zbl 07500358Johansson, Per; Schultzberg, Mårten 1 2020 ...and 109 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,568 Authors 8 Banerjee, Moulinath 8 Walker, Stephen Grahm 7 Nott, David John 6 Cook, Dianne 6 Drovandi, Christopher C. 6 Jones, Galin L. 5 Dunson, David Brian 5 Hobert, James P. 5 Hyndman, Rob J. 5 Kottas, Athanasios 5 Lachos Dávila, Víctor Hugo 5 Shang, Han Lin 5 Tran, Minh Ngoc 5 Wellner, Jon August 4 Beyaztas, Ufuk 4 Durante, Daniele 4 Eckley, Idris A. 4 Fearnhead, Paul 4 Genton, Marc G. 4 Gijbels, Irène 4 Gramacy, Robert B. 4 Groeneboom, Piet 4 Khare, Kshitij 4 Mira, Antonietta 4 Park, Jaewoo 4 Smith, Michael Stanley 4 van Dyk, David A. 4 Van Keilegom, Ingrid 3 Banerjee, Sudipto 3 Bouveyron, Charles 3 Cao, Jiguo 3 Chen, Minghui 3 Craiu, Radu V. 3 Duarte, Belmiro P. M. 3 Flegal, James M. 3 Frazier, David T. 3 George, Edward I. 3 Hall, Peter Gavin 3 Jin, Ick Hoon 3 Jongbloed, Geurt 3 Karlis, Dimitris 3 Katzfuss, Matthias 3 Klein, Nadja 3 Levine, Richard Aaron 3 Lijoi, Antonio 3 Lillo, Rosa Elvira 3 Loaiza-Maya, Rubén 3 Ma, Ping 3 Maitra, Ranjan 3 Mateu, Jorge 3 McKeague, Ian W. 3 Meng, Xiaoli 3 Michailidis, George C. 3 Müller, Peter 3 Ni, Yang 3 Nordman, Daniel J. 3 Papamarkou, Theodore 3 Prünster, Igor 3 Punzo, Antonio 3 Roberts, Gareth O. 3 Roy, Vivekananda 3 Sanz-Alonso, Daniel 3 Sen, Bodhisattva 3 Suchard, Marc A. 3 Sun, Jianguo 3 Vannucci, Marina 2 Aguilera-Morillo, M. Carmen 2 Algeri, Sara 2 Ansari, Asim 2 Antoniano-Villalobos, Isadora 2 Arellano-Valle, Reinaldo Boris 2 Atkinson, Anthony C. 2 Baghfalaki, Taban 2 Baker, Evan 2 Baker, Ruth Elizabeth 2 Balabdaoui, Fadoua 2 Bandyopadhyay, Dipankar 2 Bhadra, Anindya 2 Bolfarine, Heleno 2 Buja, Andreas 2 Cao, Jian 2 Chen, Ray-Bing 2 Chen, You-Lin 2 Datta, Abhirup 2 Demirtas, Hakan 2 Deng, Dianliang 2 Doss, Hani 2 Doucet, Arnaud 2 Duy, Vo Nguyen Le 2 Fang, Hongbin 2 Farcomeni, Alessio 2 Finley, Andrew O. 2 Fisch, Alexander T. 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Applied Statistics 3 Statistical Modelling 3 Journal of the Korean Statistical Society 3 Japanese Journal of Statistics and Data Science 2 Journal of Computational Physics 2 Journal of Statistical Physics 2 Operations Research 2 Journal of Complexity 2 Applied Mathematical Modelling 2 SIAM Journal on Scientific Computing 2 Numerical Linear Algebra with Applications 2 Advances in Computational Mathematics 2 Soft Computing 2 Data Mining and Knowledge Discovery 2 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 2 ASTIN Bulletin 2 North American Actuarial Journal 2 Hacettepe Journal of Mathematics and Statistics 2 SIAM Journal on Imaging Sciences 2 Statistics Surveys 2 Sankhyā. 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