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Journal of Computational and Graphical Statistics

An 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/ucgs20
http://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

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

Publications by Year

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
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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.
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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. Simulation and Computation
18 Test
17 Journal of Agricultural, Biological, and Environmental Statistics
16 Advances in Data Analysis and Classification. ADAC
15 Scandinavian Journal of Statistics
14 The Canadian Journal of Statistics
14 Statistical Papers
12 Bernoulli
12 Journal of Nonparametric Statistics
12 Journal of Machine Learning Research (JMLR)
11 Psychometrika
11 Biometrical Journal
11 Journal of Multivariate Analysis
11 Statistica Sinica
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 SIAM/ASA Journal on Uncertainty Quantification
10 Annals of the Institute of Statistical Mathematics
9 Journal of Statistical Planning and Inference
9 Journal of Applied Statistics
9 Statistical Methods and Applications
8 International Statistical Review
8 Journal of Econometrics
7 Journal of Statistical Theory and Practice
6 Journal of Time Series Analysis
6 Journal of Classification
6 Machine Learning
6 Lifetime Data Analysis
6 Australian & New Zealand Journal of Statistics
6 Brazilian Journal of Probability and Statistics
6 Journal of the Korean Statistical Society
6 Journal of Business and Economic Statistics
6 Statistical Theory and Related Fields
5 The American Statistician
5 Metrika
5 Statistics
5 European Journal of Operational Research
5 SIAM Journal on Scientific Computing
5 SIAM Journal on Mathematics of Data Science
4 Computer Methods in Applied Mechanics and Engineering
4 Journal of Computational Physics
4 Metron
4 Statistics & Probability Letters
4 International Journal of Approximate Reasoning
4 Applied Mathematical Modelling
4 SIAM Journal on Optimization
4 Statistical Modelling
4 SIAM Journal on Imaging Sciences
4 Statistics Surveys
4 Sankhyā. Series A
3 Journal of Scientific Computing
3 The Annals of Applied Probability
3 Proceedings of the National Academy of Sciences of the United States of America
3 Journal of Mathematical Imaging and Vision
3 Data Mining and Knowledge Discovery
3 Journal of the Royal Statistical Society. Series C. Applied Statistics
3 Quantitative Finance
3 ASTIN Bulletin
3 North American Actuarial Journal
3 Journal of Physics A: Mathematical and Theoretical
3 Journal of Probability and Statistics
3 Sankhyā. Series B
3 Japanese Journal of Statistics and Data Science
2 Computer Physics Communications
2 Inverse Problems
2 Journal of Mathematical Biology
2 Journal of Statistical Physics
2 Journal of Computational and Applied Mathematics
2 Operations Research
2 Statistica Neerlandica
2 Journal of Complexity
2 Computers & Operations Research
2 Annals of Operations Research
2 SIAM Review
2 Theory of Probability and Mathematical Statistics
2 Numerical Linear Algebra with Applications
2 Advances in Computational Mathematics
2 Soft Computing
2 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
2 Methodology and Computing in Applied Probability
2 Hacettepe Journal of Mathematics and Statistics
2 Engineering Optimization
2 Optimization Letters
2 Dependence Modeling
2 Foundations of Data Science
1 Advances in Applied Probability
1 Bulletin of the Australian Mathematical Society
1 Discrete Applied Mathematics
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Cited in 43 Fields

1,084 Statistics (62-XX)
179 Numerical analysis (65-XX)
128 Probability theory and stochastic processes (60-XX)
80 Computer science (68-XX)
50 Operations research, mathematical programming (90-XX)
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35 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
11 Combinatorics (05-XX)
11 Linear and multilinear algebra; matrix theory (15-XX)
8 Algebraic topology (55-XX)
7 Statistical mechanics, structure of matter (82-XX)
6 Partial differential equations (35-XX)
6 Operator theory (47-XX)
6 Geophysics (86-XX)
6 Systems theory; control (93-XX)
5 Information and communication theory, circuits (94-XX)
4 Approximations and expansions (41-XX)
4 Functional analysis (46-XX)
4 Calculus of variations and optimal control; optimization (49-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Global analysis, analysis on manifolds (58-XX)
3 Astronomy and astrophysics (85-XX)
2 History and biography (01-XX)
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