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 Comments: Journal Documents Indexed: 582 Publications (since 2018) References Indexed: 550 Publications with 22,197 References. all top 5 Latest Issues 32, No. 4 (2023) 32, No. 3 (2023) 32, No. 2 (2023) 32, No. 1 (2023) 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 9 Cook, Dianne 8 Hyndman, Rob J. 7 Genton, Marc G. 7 Nott, David John 5 Friel, Nial 5 Meng, Cheng 5 Priebe, Carey E. 5 Ruppert, David 5 Smith, Michael Stanley 5 Tran, Minh Ngoc 4 Bolin, David 4 Chi, Eric C. 4 Crăiniceanu, Ciprian-Mugur 4 Drovandi, Christopher C. 4 Fearnhead, Paul 4 Frazier, David T. 4 Klein, Nadja 4 Laa, Ursula 4 Loaiza-Maya, Rubén 4 Ma, Ping 4 Mateu, Jorge 4 Müller, Peter 4 Unwin, Antony R. 4 VanderPlas, Susan 4 Villani, Mattias 4 Zhou, Hua 3 Ahn, Jeongyoun 3 Beskos, Alexandros 3 Cao, Jiguo 3 Cui, Erjia 3 Dahl, David B. 3 Gaynanova, Irina 3 Ghosh, Sujit Kumar 3 Haran, Murali 3 Hocking, Toby Dylan 3 Hofmann, Heike 3 Hornik, Kurt 3 Kandanaarachchi, Sevvandi 3 Selland Kleppe, Tore 3 Kohn, Robert J. 3 Kottas, Athanasios 3 Li, Jia 3 Liu, Yufeng 3 Lock, Eric F. 3 Lyzinski, Vince 3 Maitra, Ranjan 3 Martin, Gael M. 3 McCormick, Tyler H. 3 Molstad, Aaron J. 3 Park, Jaewoo 3 Price, Bradley S. 3 Qu, Annie 3 Reich, Brian James 3 Rothman, Adam J. 3 Rusch, Thomas 3 Srivastava, Sanvesh 3 Sun, Ying 3 Tak, Hyungsuk 3 Tang, Minh 3 Valencia, German 3 van Dyk, David A. 3 Wang, Hansheng 3 Wong, Wengkee 3 Zhong, Wenxuan 2 Adams, Niall M. 2 Algeri, Sara 2 Amiri, Saeid 2 Anitescu, Mihai 2 Apley, Daniel W. 2 Becker, Stephen R. 2 Berger, Moritz 2 Bien, Jacob 2 Binois, Mickaël 2 Canale, Antonio 2 Cappello, Lorenzo 2 Chen, Minghui 2 Chen, Yuguo 2 Chiaromonte, Francesca 2 Clarke, Bertrand S. 2 Clarke, Jennifer Lynn 2 Cribben, Ivor 2 Czado, Claudia 2 Dai, Fan 2 Dettoni, Robinson 2 Dong, Yuexiao 2 Doss, Charles R. 2 Doss, Hani 2 Dunson, David Brian 2 Dutta, Somak 2 Eckley, Idris A. 2 Fan, Yanan 2 Fong, Youyi 2 Fosdick, Bailey K. 2 Gallagher, Shannon K. 2 García-Escudero, Luis Angel 2 George, Edward I. 2 Ginsbourger, David 2 Gramacy, Robert B. 2 Guinness, Joseph 2 Han, Peisong ...and 1,259 more Authors Fields 581 Statistics (62-XX) 1 Combinatorics (05-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 303 Publications have been cited 1,381 times in 1,206 Documents Cited by ▼ Year ▼ Bayesian synthetic likelihood. Zbl 07498962 Price, L. F.; Drovandi, C. C.; Lee, A.; Nott, D. J. 38 2018 Efficient algorithms for Bayesian nearest neighbor Gaussian processes. Zbl 07499062 Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto 20 2019 Practical heteroscedastic Gaussian process modeling for large simulation experiments. Zbl 07498993 Binois, Mickaël; Gramacy, Robert B.; Ludkovski, Mike 18 2018 Gaussian variational approximation with a factor covariance structure. Zbl 07498925 Ong, Victor M.-H.; Nott, David J.; Smith, Michael S. 17 2018 Algorithms for fitting the constrained Lasso. Zbl 07498997 Gaines, Brian R.; Kim, Juhyun; Zhou, Hua 17 2018 The rational SPDE approach for Gaussian random fields with general smoothness. Zbl 07499255 Bolin, David; Kirchner, Kristin 17 2020 Finding the number of normal groups in model-based clustering via constrained likelihoods. Zbl 07498957 Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco 16 2018 Simultaneous variable and covariance selection with the multivariate spike-and-slab Lasso. Zbl 07499036 Deshpande, Sameer K.; Ročková, Veronika; George, Edward I. 16 2019 Tensor-on-tensor regression. Zbl 07498939 Lock, Eric F. 14 2018 Heteroscedastic BART via multiplicative regression trees. Zbl 07499266 Pratola, M. T.; Chipman, H. A.; George, E. I.; McCulloch, R. E. 12 2020 Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945 Genton, Marc G.; Keyes, David E.; Turkiyyah, George 11 2018 Speeding up MCMC by delayed acceptance and data subsampling. Zbl 07498963 Quiroz, Matias; Tran, Minh-Ngoc; Villani, Mattias; Kohn, Robert 11 2018 Damped Anderson acceleration with restarts and monotonicity control for accelerating EM and EM-like algorithms. Zbl 07499030 Henderson, Nicholas C.; Varadhan, Ravi 11 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 07499085 Biscio, Christophe A. N.; Møller, Jesper 11 2019 Fast computation of Tukey trimmed regions and median in dimension \(p > 2\). Zbl 07499086 Liu, Xiaohui; Mosler, Karl; Mozharovskyi, Pavlo 11 2019 The graphical horseshoe estimator for inverse covariance matrices. Zbl 07499091 Li, Yunfan; Craig, Bruce A.; Bhadra, Anindya 11 2019 Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954 Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan 10 2018 Efficient sampling for Gaussian linear regression with arbitrary priors. Zbl 07499018 Hahn, P. Richard; He, Jingyu; Lopes, Hedibert F. 10 2019 Forward event-chain Monte Carlo: fast sampling by randomness control in irreversible Markov chains. Zbl 07500350 Michel, Manon; Durmus, Alain; Sénécal, Stéphane 10 2020 Automated redistricting simulation using Markov chain Monte Carlo. Zbl 07500352 Fifield, Benjamin; Higgins, Michael; Imai, Kosuke; Tarr, Alexander 10 2020 Sparse convex clustering. Zbl 07498956 Wang, Binhuan; Zhang, Yilong; Sun, Will Wei; Fang, Yixin 9 2018 Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251 Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. 9 2020 LowCon: a design-based subsampling approach in a misspecified linear model. Zbl 07499911 Meng, Cheng; Xie, Rui; Mandal, Abhyuday; Zhang, Xinlian; Zhong, Wenxuan; Ma, Ping 9 2021 Minimax and minimax projection designs using clustering. Zbl 07498976 Mak, Simon; Roshan Joseph, V. 8 2018 Estimating individual treatment effect in observational data using random forest methods. Zbl 07498979 Lu, Min; Sadiq, Saad; Feaster, Daniel J.; Ishwaran, Hemant 8 2018 Additive function-on-function regression. Zbl 07498981 Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David 8 2018 A computationally efficient projection-based approach for spatial generalized linear mixed models. Zbl 07498984 Guan, Yawen; Haran, Murali 8 2018 An expectation conditional maximization approach for Gaussian graphical models. Zbl 07499025 Li, Zehang Richard; McCormick, Tyler H. 8 2019 Detecting changes in slope with an \(L_0\) penalty. Zbl 07499051 Fearnhead, Paul; Maidstone, Robert; Letchford, Adam 8 2019 Interaction model and model selection for function-on-function regression. Zbl 07499055 Luo, Ruiyan; Qi, Xin 8 2019 Accelerating Bayesian synthetic likelihood with the graphical Lasso. Zbl 07499068 An, Ziwen; South, Leah F.; Nott, David J.; Drovandi, Christopher C. 8 2019 Auxiliary likelihood-based approximate Bayesian computation in state space models. Zbl 07499073 Martin, Gael M.; McCabe, Brendan P. M.; Frazier, David T.; Maneesoonthorn, Worapree; Robert, Christian P. 8 2019 Bayesian deep net GLM and GLMM. Zbl 07499275 Tran, M.-N.; Nguyen, N.; Nott, D.; Kohn, R. 8 2020 Bayesian function-on-scalars regression for high-dimensional data. Zbl 07499302 Kowal, Daniel R.; Bourgeois, Daniel C. 8 2020 Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930 Frazier, David T.; Drovandi, Christopher 8 2021 Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621 Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D. 7 2022 BAMLSS: Bayesian additive models for location, scale, and shape (and beyond). Zbl 07498937 Umlauf, Nikolaus; Klein, Nadja; Zeileis, Achim 7 2018 A new unified approach for the simulation of a wide class of directional distributions. Zbl 07498947 Kent, John T.; Ganeiber, Asaad M.; Mardia, Kanti V. 7 2018 Phase-amplitude separation and modeling of spherical trajectories. Zbl 07498969 Zhang, Zhengwu; Klassen, Eric; Srivastava, Anuj 7 2018 Covariate selection in high-dimensional generalized linear models with measurement error. Zbl 07498987 Sørensen, Øystein; Hellton, Kristoffer Herland; Frigessi, Arnoldo; Thoresen, Magne 7 2018 A spatial Markov model for climate extremes. Zbl 07499016 Reich, Brian J.; Shaby, Benjamin A. 7 2019 Distributed generalized cross-validation for divide-and-conquer kernel ridge regression and its asymptotic optimality. Zbl 07499034 Xu, Ganggang; Shang, Zuofeng; Cheng, Guang 7 2019 Automatic response category combination in multinomial logistic regression. Zbl 07499092 Price, Bradley S.; Geyer, Charles J.; Rothman, Adam J. 7 2019 Local linear forests. Zbl 07499871 Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan 7 2021 On kernel-based intensity estimation of spatial point patterns on linear networks. Zbl 07498948 Moradi, M. Mehdi; Rodríguez-Cortés, Francisco J.; Mateu, Jorge 6 2018 A measure of directional outlyingness with applications to image data and video. Zbl 07498952 Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia 6 2018 A new approach to censored quantile regression estimation. Zbl 07498958 Yang, Xiaorong; Narisetty, Naveen Naidu; He, Xuming 6 2018 Computationally efficient estimation for the generalized odds rate mixture cure model with interval-censored data. Zbl 07498966 Zhou, Jie; Zhang, Jiajia; Lu, Wenbin 6 2018 Generalized additive models for pair-copula constructions. Zbl 07498985 Vatter, Thibault; Nagler, Thomas 6 2018 Multivariate functional data visualization and outlier detection. Zbl 07499002 Dai, Wenlin; Genton, Marc G. 6 2018 Valid inference corrected for outlier removal. Zbl 07499259 Chen, Shuxiao; Bien, Jacob 6 2020 Least-square approximation for a distributed system. Zbl 07499933 Zhu, Xuening; Li, Feng; Wang, Hansheng 6 2021 High-dimensional copula variational approximation through transformation. Zbl 07500353 Smith, Michael Stanley; Loaiza-Maya, Rubén; Nott, David J. 6 2020 Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356 Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 6 2020 The holdout randomization test for feature selection in black box models. Zbl 07546466 Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. 5 2022 Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477 Min, Keqian; Mai, Qing; Zhang, Xin 5 2022 Data integration with oracle use of external information from heterogeneous populations. Zbl 07633298 Zhai, Yuqi; Han, Peisong 5 2022 A repelling-attracting Metropolis algorithm for multimodality. Zbl 07498926 Tak, Hyungsuk; Meng, Xiao-Li; van Dyk, David A. 5 2018 Bayesian model selection for exponential random graph models via adjusted pseudolikelihoods. Zbl 07498929 Bouranis, Lampros; Friel, Nial; Maire, Florian 5 2018 Uncertainty in phylogenetic tree estimates. Zbl 07498931 Willis, Amy; Bell, Rayna 5 2018 Bayesian nonparametric modeling for multivariate ordinal regression. Zbl 07498968 DeYoreo, Maria; Kottas, Athanasios 5 2018 Hierarchical low rank approximation of likelihoods for large spatial datasets. Zbl 07498971 Huang, Huang; Sun, Ying 5 2018 Multidimensional scaling with very large datasets. Zbl 07499003 Paradis, Emmanuel 5 2018 A penalized likelihood method for classification with matrix-valued predictors. Zbl 07499008 Molstad, Aaron J.; Rothman, Adam J. 5 2019 Multiresolution network models. Zbl 07499021 Fosdick, Bailey K.; McCormick, Tyler H.; Murphy, Thomas Brendan; Ng, Tin Lok James; Westling, Ted 5 2019 Improving approximate Bayesian computation via quasi-Monte Carlo. Zbl 07499023 Buchholz, Alexander; Chopin, Nicolas 5 2019 Beyond prediction: a framework for inference with variational approximations in mixture models. Zbl 07499026 Westling, T.; McCormick, T. H. 5 2019 A metaheuristic adaptive cubature based algorithm to find Bayesian optimal designs for nonlinear models. Zbl 07499032 Masoudi, Ehsan; Holling, Heinz; Duarte, Belmiro P. M.; Wong, Weng Kee 5 2019 The generalized ridge estimator of the inverse covariance matrix. Zbl 07499037 van Wieringen, Wessel N. 5 2019 Simultaneous registration and clustering for multidimensional functional data. Zbl 07499038 Zeng, Pengcheng; Shi, Jian Qing; Kim, Won-Seok 5 2019 ABC-CDE: toward approximate Bayesian computation with complex high-dimensional data and limited simulations. Zbl 07499071 Izbicki, Rafael; Lee, Ann B.; Pospisil, Taylor 5 2019 Estimating truncated functional linear models with a nested group bridge approach. Zbl 07499301 Guan, Tianyu; Lin, Zhenhua; Cao, Jiguo 5 2020 Classification with the matrix-variate-\(t\) distribution. Zbl 07499305 Thompson, Geoffrey Z.; Maitra, Ranjan; Meeker, William Q.; Bastawros, Ashraf F. 5 2020 Global consensus Monte Carlo. Zbl 07499857 Rendell, Lewis J.; Johansen, Adam M.; Lee, Anthony; Whiteley, Nick 5 2021 Simultaneous dimensionality and complexity model selection for spectral graph clustering. Zbl 07499867 Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J. 5 2021 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885 Zhang, Tao; Ning, Yang; Ruppert, David 5 2021 Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908 Hofert, Marius; Prasad, Avinash; Zhu, Mu 5 2021 Building representative matched samples with multi-valued treatments in large observational studies. Zbl 07500354 Bennett, Magdalena; Vielma, Juan Pablo; Zubizarreta, José R. 5 2020 Rapid Bayesian inference for expensive stochastic models. Zbl 07547629 Warne, David J.; Baker, Ruth E.; Simpson, Matthew J. 4 2022 Subset multivariate collective and point anomaly detection. Zbl 07547634 Fisch, Alexander T. M.; Eckley, Idris A.; Fearnhead, Paul 4 2022 Estimating orthant probabilities of high-dimensional Gaussian vectors with an application to set estimation. Zbl 07498944 Azzimonti, Dario; Ginsbourger, David 4 2018 Fast and exact simulation of complex-valued stationary Gaussian processes through embedding circulant matrix. Zbl 07498946 Coeurjolly, Jean-Francois; Porcu, Emilio 4 2018 Minimizing sum of truncated convex functions and its applications. Zbl 07499007 Liu, Tzu-Ying; Jiang, Hui 4 2019 Iterative proportional scaling revisited: a modern optimization perspective. Zbl 07499011 She, Yiyuan; Tang, Shao 4 2019 Optimal designs for multi-response nonlinear regression models with several factors via semidefinite programming. Zbl 07499012 Wong, Weng Kee; Yin, Yue; Zhou, Julie 4 2019 Uncertainty quantification for modern high-dimensional regression via scalable Bayesian methods. Zbl 07499020 Rajaratnam, Bala; Sparks, Doug; Khare, Kshitij; Zhang, Liyuan 4 2019 Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Zbl 07499031 Scrucca, Luca; Serafini, Alessio 4 2019 Differentially private significance tests for regression coefficients. Zbl 07499065 Barrientos, Andrés F.; Reiter, Jerome P.; Machanavajjhala, Ashwin; Chen, Yan 4 2019 Imputation of mixed data with multilevel singular value decomposition. Zbl 07499076 Husson, François; Josse, Julie; Narasimhan, Balasubramanian; Robin, Geneviève 4 2019 An iterative sparse-group Lasso. Zbl 07499089 Laria, Juan C.; Carmen Aguilera-Morillo, M.; Lillo, Rosa E. 4 2019 Anomaly detection in streaming nonstationary temporal data. Zbl 07499268 Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate; Kandanaarachchi, Sevvandi; Muñoz, Mario A. 4 2020 Estimating the number of clusters using cross-validation. Zbl 07499280 Fu, Wei; Perry, Patrick O. 4 2020 A fused Gaussian process model for very large spatial data. Zbl 07499290 Ma, Pulong; Kang, Emily L. 4 2020 The automatic construction of bootstrap confidence intervals. Zbl 07499300 Efron, Bradley; Narasimhan, Balasubramanian 4 2020 A slice tour for finding hollowness in high-dimensional data. Zbl 07499307 Laa, Ursula; Cook, Dianne; Valencia, German 4 2020 Bayesian spatial clustering of extremal behavior for hydrological variables. Zbl 07499884 Rohrbeck, Christian; Tawn, Jonathan A. 4 2021 Model interpretation through lower-dimensional posterior summarization. Zbl 07499889 Woody, Spencer; Carvalho, Carlos M.; Murray, Jared S. 4 2021 Assessment and adjustment of approximate inference algorithms using the law of total variance. Zbl 07499931 Yu, Xuejun; Nott, David J.; Tran, Minh-Ngoc; Klein, Nadja 4 2021 Multi-resolution filters for massive spatio-temporal data. Zbl 07499939 Jurek, Marcin; Katzfuss, Matthias 4 2021 Latent network estimation and variable selection for compositional data via variational EM. Zbl 07546467 Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina 3 2022 Semi-complete data augmentation for efficient state space model fitting. Zbl 07746938 Borowska, Agnieszka; King, Ruth 1 2023 Streamlined variational inference for linear mixed models with crossed random effects. Zbl 07746944 Menictas, Marianne; Di Credico, Gioia; Wand, Matt P. 1 2023 Mutually exciting point process graphs for modeling dynamic networks. Zbl 07746945 Sanna Passino, Francesco; Heard, Nicholas A. 1 2023 Deep learning with functional inputs. Zbl 07746949 Thind, Barinder; Multani, Kevin; Cao, Jiguo 1 2023 Analytic permutation testing for functional data ANOVA. Zbl 07746958 Kashlak, Adam B.; Myroshnychenko, Sergii; Spektor, Susanna 1 2023 Accelerated componentwise gradient boosting using efficient data representation and momentum-based optimization. Zbl 07747463 Schalk, Daniel; Bischl, Bernd; Rügamer, David 1 2023 Estimation of the spatial weighting matrix for spatiotemporal data under the presence of structural breaks. Zbl 07747468 Otto, Philipp; Steinert, Rick 1 2023 Probabilistic \(K\)-means with local alignment for clustering and motif discovery in functional data. Zbl 07792045 Cremona, Marzia A.; Chiaromonte, Francesca 1 2023 Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621 Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D. 7 2022 The holdout randomization test for feature selection in black box models. Zbl 07546466 Tansey, Wesley; Veitch, Victor; Zhang, Haoran; Rabadan, Raul; Blei, David M. 5 2022 Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477 Min, Keqian; Mai, Qing; Zhang, Xin 5 2022 Data integration with oracle use of external information from heterogeneous populations. Zbl 07633298 Zhai, Yuqi; Han, Peisong 5 2022 Rapid Bayesian inference for expensive stochastic models. Zbl 07547629 Warne, David J.; Baker, Ruth E.; Simpson, Matthew J. 4 2022 Subset multivariate collective and point anomaly detection. Zbl 07547634 Fisch, Alexander T. M.; Eckley, Idris A.; Fearnhead, Paul 4 2022 Latent network estimation and variable selection for compositional data via variational EM. Zbl 07546467 Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina 3 2022 On moments of folded and doubly truncated multivariate extended skew-normal distributions. Zbl 07547624 Morales, Christian E. Galarza; Matos, Larissa A.; Dey, Dipak K.; Lachos, Victor H. 3 2022 Dependent modeling of temporal sequences of random partitions. Zbl 07547637 Page, Garritt L.; Quintana, Fernando A.; Dahl, David B. 3 2022 Efficient sampling and structure learning of Bayesian networks. Zbl 07633197 Kuipers, Jack; Suter, Polina; Moffa, Giusi 3 2022 Zig-zag sampling for discrete structures and nonreversible phylogenetic MCMC. Zbl 07633200 Koskela, Jere 3 2022 Burning sage: reversing the curse of dimensionality in the visualization of high-dimensional data. Zbl 07546458 Laa, Ursula; Cook, Dianne; Lee, Stuart 2 2022 Efficient Bayesian synthetic likelihood with whitening transformations. Zbl 07546459 Priddle, Jacob W.; Sisson, Scott A.; Frazier, David T.; Turner, Ian; Drovandi, Christopher 2 2022 Adaptive Bayesian SLOPE: model selection with incomplete data. Zbl 07546464 Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group 2 2022 The chi-square test of distance correlation. Zbl 07546474 Shen, Cencheng; Panda, Sambit; Vogelstein, Joshua T. 2 2022 Scalable computation of predictive probabilities in probit models with Gaussian process priors. Zbl 07633202 Cao, Jian; Durante, Daniele; Genton, Marc G. 2 2022 Randomized spectral clustering in large-scale stochastic block models. Zbl 07633217 Zhang, Hai; Guo, Xiao; Chang, Xiangyu 2 2022 Search algorithms and loss functions for Bayesian clustering. Zbl 07633313 Dahl, David B.; Johnson, Devin J.; Müller, Peter 2 2022 The \(G\)-Wishart weighted proposal algorithm: efficient posterior computation for Gaussian graphical models. Zbl 07633315 van den Boom, Willem; Beskos, Alexandros; De Iorio, Maria 2 2022 Interactive slice visualization for exploring machine learning models. Zbl 07546455 Hurley, Catherine B.; O’Connell, Mark; Domijan, Katarina 1 2022 Bayesian optimization via barrier functions. Zbl 07546461 Pourmohamad, Tony; Lee, Herbert K. H. 1 2022 Estimation and selection for high-order Markov chains with Bayesian mixture transition distribution models. Zbl 07546463 Heiner, Matthew; Kottas, Athanasios 1 2022 Fast univariate inference for longitudinal functional models. Zbl 07546471 Cui, Erjia; Leroux, Andrew; Smirnova, Ekaterina; Crainiceanu, Ciprian M. 1 2022 A relabeling approach to handling the class imbalance problem for logistic regression. Zbl 07546473 Li, Yazhe; Adams, Niall; Bellotti, Tony 1 2022 On construction and estimation of stationary mixture transition distribution models. Zbl 07546476 Zheng, Xiaotian; Kottas, Athanasios; Sansó, Bruno 1 2022 Bayesian model selection in additive partial linear models via locally adaptive splines. Zbl 07547614 Jeong, Seonghyun; Park, Taeyoung; van Dyk, David A. 1 2022 AdaptSPEC-X: covariate-dependent spectral modeling of multiple nonstationary time series. Zbl 07547623 Bertolacci, Michael; Rosen, Ori; Cripps, Edward; Cripps, Sally 1 2022 Clustering and prediction with variable dimension covariates. Zbl 07547625 Page, Garritt L.; Quintana, Fernando A.; Müller, Peter 1 2022 Adaptive preferential sampling in phylodynamics with an application to SARS-CoV-2. Zbl 07547631 Cappello, Lorenzo; Palacios, Julia A. 1 2022 A single-index model with a surface-link for optimizing individualized dose rules. Zbl 07547632 Park, Hyung; Petkova, Eva; Tarpey, Thaddeus; Ogden, R. Todd 1 2022 Population quasi-Monte Carlo. Zbl 07633201 Huang, Chaofan; Joseph, V. Roshan; Mak, Simon 1 2022 Hole or grain? A section pursuit index for finding hidden structure in multiple dimensions. Zbl 07633204 Laa, Ursula; Cook, Dianne; Buja, Andreas; Valencia, German 1 2022 Visualizing variable importance and variable interaction effects in machine learning models. Zbl 07633206 Inglis, Alan; Parnell, Andrew; Hurley, Catherine B. 1 2022 Visualizing class specific heterogeneous tendencies in categorical data. Zbl 07633208 Takagishi, Mariko; van de Velden, Michel 1 2022 A probit tensor factorization model for relational learning. Zbl 07633213 Liu, Ye; Song, Rui; Lu, Wenbin; Xiao, Yanghua 1 2022 Directional quantile classifiers. Zbl 07633218 Farcomeni, Alessio; Geraci, Marco; Viroli, Cinzia 1 2022 Sparse functional boxplots for multivariate curves. Zbl 07633296 Qu, Zhuo; Genton, Marc G. 1 2022 Parameter estimation of binned Hawkes processes. Zbl 07633297 Shlomovich, Leigh; Cohen, Edward A. K.; Adams, Niall; Patel, Lekha 1 2022 Generalized linear mixed models with crossed effects and unit-specific survey weights. Zbl 07633301 Burgard, Jan Pablo; Dörr, Patricia 1 2022 Shrinkage Bayesian causal forests for heterogeneous treatment effects estimation. Zbl 07633314 Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna 1 2022 Importance sampling with the integrated nested Laplace approximation. Zbl 07633316 Berild, Martin Outzen; Martino, Sara; Gómez-Rubio, Virgilio; Rue, Håvard 1 2022 Connecting the dots: numerical randomized Hamiltonian Monte Carlo with state-dependent event rates. Zbl 07633317 Kleppe, Tore Selland 1 2022 Survival regression with accelerated failure time model in XGBoost. Zbl 07633321 Barnwal, Avinash; Cho, Hyunsu; Hocking, Toby 1 2022 Online smoothing for diffusion processes observed with noise. Zbl 07633325 Yonekura, Shouto; Beskos, Alexandros 1 2022 LowCon: a design-based subsampling approach in a misspecified linear model. Zbl 07499911 Meng, Cheng; Xie, Rui; Mandal, Abhyuday; Zhang, Xinlian; Zhong, Wenxuan; Ma, Ping 9 2021 Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930 Frazier, David T.; Drovandi, Christopher 8 2021 Local linear forests. Zbl 07499871 Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan 7 2021 Least-square approximation for a distributed system. Zbl 07499933 Zhu, Xuening; Li, Feng; Wang, Hansheng 6 2021 Global consensus Monte Carlo. Zbl 07499857 Rendell, Lewis J.; Johansen, Adam M.; Lee, Anthony; Whiteley, Nick 5 2021 Simultaneous dimensionality and complexity model selection for spectral graph clustering. Zbl 07499867 Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J. 5 2021 Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885 Zhang, Tao; Ning, Yang; Ruppert, David 5 2021 Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908 Hofert, Marius; Prasad, Avinash; Zhu, Mu 5 2021 Bayesian spatial clustering of extremal behavior for hydrological variables. Zbl 07499884 Rohrbeck, Christian; Tawn, Jonathan A. 4 2021 Model interpretation through lower-dimensional posterior summarization. Zbl 07499889 Woody, Spencer; Carvalho, Carlos M.; Murray, Jared S. 4 2021 Assessment and adjustment of approximate inference algorithms using the law of total variance. Zbl 07499931 Yu, Xuejun; Nott, David J.; Tran, Minh-Ngoc; Klein, Nadja 4 2021 Multi-resolution filters for massive spatio-temporal data. Zbl 07499939 Jurek, Marcin; Katzfuss, Matthias 4 2021 Markov chain importance sampling – a highly efficient estimator for MCMC. Zbl 07499858 Schuster, Ingmar; Klebanov, Ilja 3 2021 Anomaly detection in high-dimensional data. Zbl 07499872 Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate 3 2021 Marginally calibrated deep distributional regression. Zbl 07499875 Klein, Nadja; Nott, David J.; Smith, Michael Stanley 3 2021 Generalized spatially varying coefficient models. Zbl 07499877 Kim, Myungjin; Wang, Li 3 2021 Massive parallelization boosts big Bayesian multidimensional scaling. Zbl 07499878 Holbrook, Andrew J.; Lemey, Philippe; Baele, Guy; Dellicour, Simon; Brockmann, Dirk; Rambaut, Andrew; Suchard, Marc A. 3 2021 Delayed acceptance ABC-SMC. Zbl 07499881 Everitt, Richard G.; Rowińska, Paulina A. 3 2021 Model-free variable selection with matrix-valued predictors. Zbl 07499891 Li, Zeda; Dong, Yuexiao 3 2021 Model selection with Lasso-zero: adding straw to the haystack to better find needles. Zbl 07499899 Descloux, Pascaline; Sardy, Sylvain 3 2021 MIP-BOOST: efficient and effective \(L_0\) Feature selection for linear regression. Zbl 07499902 Kenney, Ana; Chiaromonte, Francesca; Felici, Giovanni 3 2021 Distributed Bayesian inference in linear mixed-effects models. Zbl 07499904 Srivastava, Sanvesh; Xu, Yixiang 3 2021 Monte Carlo simulation on the Stiefel manifold via polar expansion. Zbl 07499906 Jauch, Michael; Hoff, Peter D.; Dunson, David B. 3 2021 The block-Poisson estimator for optimally tuned exact subsampling MCMC. Zbl 07499924 Quiroz, Matias; Tran, Minh-Ngoc; Villani, Mattias; Kohn, Robert; Dang, Khue-Dung 3 2021 Model-based microbiome data ordination: a variational approximation approach. Zbl 07499935 Zeng, Yanyan; Zhao, Hongyu; Wang, Tao 3 2021 Logistic regression models for aggregated data. Zbl 07499936 Whitaker, T.; Beranger, B.; Sisson, S. A. 3 2021 Nonreversible jump algorithms for Bayesian nested model selection. Zbl 07499862 Gagnon, Philippe; Doucet, Arnaud 2 2021 Assessing and visualizing simultaneous simulation error. Zbl 07499863 Robertson, Nathan; Flegal, James M.; Vats, Dootika; Jones, Galin L. 2 2021 Nonstationary modeling with sparsity for spatial data via the basis graphical Lasso. Zbl 07499873 Krock, Mitchell; Kleiber, William; Becker, Stephen 2 2021 Identifying heterogeneous effect using latent supervised clustering with adaptive fusion. Zbl 07499880 Chen, Jingxiang; Tran-Dinh, Quoc; Kosorok, Michael R.; Liu, Yufeng 2 2021 Penalized quantile regression for distributed big data using the slack variable representation. Zbl 07499901 Fan, Ye; Lin, Nan; Yin, Xianjun 2 2021 Additive functional Cox model. Zbl 07499917 Cui, Erjia; Crainiceanu, Ciprian M.; Leroux, Andrew 2 2021 Importance sampling-based transport map Hamiltonian Monte Carlo for Bayesian hierarchical models. Zbl 07499926 Osmundsen, Kjartan Kloster; Selland Kleppe, Tore; Liesenfeld, Roman 2 2021 Sequential learning of active subspaces. Zbl 07499948 Wycoff, Nathan; Binois, Mickaël; Wild, Stefan M. 2 2021 Learning multiple quantiles with neural networks. Zbl 07499949 Moon, Sang Jun; Jeon, Jong-June; Lee, Jason Sang Hun; Kim, Yongdai 2 2021 Reduced-dimensional Monte Carlo maximum likelihood for latent Gaussian random field models. Zbl 07499859 Park, Jaewoo; Haran, Murali 1 2021 Quantum annealing via path-integral Monte Carlo with data augmentation. Zbl 07499860 Hu, Jianchang; Wang, Yazhen 1 2021 Asymptotically exact data augmentation: models, properties, and algorithms. Zbl 07499864 Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre 1 2021 Improving Bayesian local spatial models in large datasets. Zbl 07499865 Lenzi, Amanda; Castruccio, Stefano; Rue, Håvard; Genton, Marc G. 1 2021 Likelihood evaluation of jump-diffusion models using deterministic nonlinear filters. Zbl 07499869 Bégin, Jean-François; Boudreault, Mathieu 1 2021 Boosting random forests to reduce bias; one-step boosted forest and its variance estimate. Zbl 07499870 Ghosal, Indrayudh; Hooker, Giles 1 2021 d-blink: distributed end-to-end Bayesian entity resolution. Zbl 07499874 Marchant, Neil G.; Kaplan, Andee; Elazar, Daniel N.; Rubinstein, Benjamin I. P.; Steorts, Rebecca C. 1 2021 Efficient parameter sampling for Markov jump processes. Zbl 07499879 Zhang, Boqian; Rao, Vinayak 1 2021 Illumination depth. Zbl 07499883 Nagy, Stanislav; Dvořák, Jiří 1 2021 Bayesian variable selection for Gaussian copula regression models. Zbl 07499903 Alexopoulos, Angelos; Bottolo, Leonardo 1 2021 An explicit mean-covariance parameterization for multivariate response linear regression. Zbl 07499905 Molstad, Aaron J.; Weng, Guangwei; Doss, Charles R.; Rothman, Adam J. 1 2021 Fast Markov chain Monte Carlo for high-dimensional Bayesian regression models with shrinkage priors. Zbl 07499907 Jin, Rui; Tan, Aixin 1 2021 Scalable algorithms for large competing risks data. Zbl 07499910 Kawaguchi, Eric S.; Shen, Jenny I.; Suchard, Marc A.; Li, Gang 1 2021 ...and 203 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,604 Authors 16 Drovandi, Christopher C. 12 Nott, David John 9 Tran, Minh Ngoc 9 Walker, Stephen Grahm 8 Banerjee, Moulinath 8 Dunson, David Brian 8 Fearnhead, Paul 8 Mateu, Jorge 7 Cook, Dianne 7 Frazier, David T. 7 Genton, Marc G. 7 Gramacy, Robert B. 7 Jones, Galin L. 7 Kohn, Robert J. 7 Zhang, Xin 6 García-Escudero, Luis Angel 6 Hyndman, Rob J. 6 Klein, Nadja 6 Kottas, Athanasios 6 Loaiza-Maya, Rubén 6 Mai, Qing 6 Mayo-Iscar, Agustin 6 Sisson, Scott A. 6 Smith, Michael Stanley 6 Warne, David J. 5 Bandyopadhyay, Dipankar 5 Banerjee, Sudipto 5 Bhadra, Anindya 5 Cao, Jiguo 5 Corander, Jukka 5 Craiu, Radu V. 5 Datta, Abhirup 5 Durante, Daniele 5 Eckley, Idris A. 5 Hobert, James P. 5 Katzfuss, Matthias 5 Khare, Kshitij 5 Lachos Dávila, Víctor Hugo 5 Ma, Shuangge 5 Roberts, Gareth O. 5 Shang, Han Lin 5 Sinha, Debajyoti 5 Suchard, Marc A. 5 Sugasawa, Shonosuke 5 Sun, Jianguo 5 Van Keilegom, Ingrid 5 Villani, Mattias 5 Wellner, Jon August 4 Beyaztas, Ufuk 4 Czado, Claudia 4 De Iorio, Maria 4 Doucet, Arnaud 4 Farcomeni, Alessio 4 Flegal, James M. 4 Friel, Nial 4 Gijbels, Irène 4 Groeneboom, Piet 4 Guinness, Joseph 4 Gutmann, Michael U. 4 Heaton, Matthew J. 4 Kaski, Samuel 4 Kowal, Daniel R. 4 Lillo, Rosa Elvira 4 Linero, Antonio R. 4 Liu, Yufeng 4 Ma, Ping 4 Maroulas, Vasileios 4 Mira, Antonietta 4 Nagy, Stanislav 4 Park, Jaewoo 4 Punzo, Antonio 4 Sanz-Alonso, Daniel 4 Srivastava, Sanvesh 4 van Dyk, David A. 4 Wade, Sara 4 Wang, Haiying 4 Wong, Wengkee 3 Aguilera-Morillo, M. Carmen 3 Antoniano-Villalobos, Isadora 3 Baker, Ruth Elizabeth 3 Basak, Piyali 3 Bolin, David 3 Bouveyron, Charles 3 Cao, Jian 3 Chen, Minghui 3 Du, Pang 3 Duarte, Belmiro P. M. 3 Elías, Antonio 3 Elvira, Víctor 3 Finley, Andrew O. 3 Gaynanova, Irina 3 George, Edward I. 3 Golightly, Andrew 3 Guglielmi, Alessandra 3 Hall, Peter Gavin 3 Hero, Alfred O. III 3 Hoff, Peter D. 3 Holbrook, Andrew J. 3 Hornik, Kurt 3 Hui, Francis K. C. ...and 2,504 more Authors all top 5 Cited in 181 Journals 122 Journal of Computational and Graphical Statistics 97 Statistics and Computing 52 The Annals of Applied Statistics 50 Journal of the American Statistical Association 46 Computational Statistics and Data Analysis 45 The Annals of Statistics 43 Biometrics 39 Electronic Journal of Statistics 30 Bayesian Analysis 29 Statistical Science 27 Journal of Statistical Computation and Simulation 23 Communications in Statistics. Theory and Methods 22 Computational Statistics 22 Communications in Statistics. 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