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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: 611 Publications (since 2018)
References Indexed: 584 Publications with 23,422 References.
all top 5

Authors

9 Cook, Dianne
8 Hyndman, Rob J.
8 Nott, David John
7 Genton, Marc G.
5 Bolin, David
5 Drovandi, Christopher C.
5 Frazier, David T.
5 Friel, Nial
5 Meng, Cheng
5 Priebe, Carey E.
5 Ruppert, David
5 Smith, Michael Stanley
5 Tran, Minh Ngoc
4 Chi, Eric C.
4 Crăiniceanu, Ciprian-Mugur
4 Fearnhead, Paul
4 Klein, Nadja
4 Laa, Ursula
4 Liu, Yufeng
4 Loaiza-Maya, Rubén
4 Ma, Ping
4 Mateu, Jorge
4 Müller, Peter
4 Price, Bradley S.
4 Unwin, Antony R.
4 VanderPlas, Susan
4 Villani, Mattias
4 Yu, Jun
4 Zhou, Hua
3 Ahn, Jeongyoun
3 Beskos, Alexandros
3 Cui, Erjia
3 Dahl, David B.
3 Gaynanova, Irina
3 George, Edward I.
3 Ghosh, Sujit Kumar
3 Griffin, Maryclare
3 Haran, Murali
3 Hocking, Toby Dylan
3 Hoff, Peter D.
3 Hofmann, Heike
3 Hornik, Kurt
3 Kandanaarachchi, Sevvandi
3 Selland Kleppe, Tore
3 Kohn, Robert J.
3 Kottas, Athanasios
3 Li, Jia
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 Qu, Annie
3 Reich, Brian James
3 Riani, Marco
3 Rothman, Adam J.
3 Rusch, Thomas
3 Srivastava, Sanvesh
3 Suchard, Marc A.
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 Aravkin, Aleksandr Y.
2 Argiento, Raffaele
2 Becker, Stephen R.
2 Berger, Moritz
2 Bhamidi, Shankar
2 Bien, Jacob
2 Binois, Mickaël
2 Canale, Antonio
2 Cao, Jiguo
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
...and 1,317 more Authors

Publications by Year

Citations contained in zbMATH Open

340 Publications have been cited 1,479 times in 1,256 Documents Cited by Year
Bayesian synthetic likelihood. Zbl 07498962
Price, L. F.; Drovandi, C. C.; Lee, A.; Nott, D. J.
51
2018
Algorithms for fitting the constrained Lasso. Zbl 07498997
Gaines, Brian R.; Kim, Juhyun; Zhou, Hua
27
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
25
2019
The rational SPDE approach for Gaussian random fields with general smoothness. Zbl 07499255
Bolin, David; Kirchner, Kristin
24
2020
Practical heteroscedastic Gaussian process modeling for large simulation experiments. Zbl 07498993
Binois, Mickaël; Gramacy, Robert B.; Ludkovski, Mike
23
2018
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
20
2018
Damped Anderson acceleration with restarts and monotonicity control for accelerating EM and EM-like algorithms. Zbl 07499030
Henderson, Nicholas C.; Varadhan, Ravi
20
2019
Gaussian variational approximation with a factor covariance structure. Zbl 07498925
Ong, Victor M.-H.; Nott, David J.; Smith, Michael S.
19
2018
Tensor-on-tensor regression. Zbl 07498939
Lock, Eric F.
19
2018
Fast algorithms for large-scale generalized distance weighted discrimination. Zbl 07498954
Lam, Xin Yee; Marron, J. S.; Sun, Defeng; Toh, Kim-Chuan
19
2018
Simultaneous variable and covariance selection with the multivariate spike-and-slab Lasso. Zbl 07499036
Deshpande, Sameer K.; Ročková, Veronika; George, Edward I.
19
2019
Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945
Genton, Marc G.; Keyes, David E.; Turkiyyah, George
17
2018
Speeding up MCMC by delayed acceptance and data subsampling. Zbl 07498963
Quiroz, Matias; Tran, Minh-Ngoc; Villani, Mattias; Kohn, Robert
17
2018
The graphical horseshoe estimator for inverse covariance matrices. Zbl 07499091
Li, Yunfan; Craig, Bruce A.; Bhadra, Anindya
16
2019
Sparse convex clustering. Zbl 07498956
Wang, Binhuan; Zhang, Yilong; Sun, Will Wei; Fang, Yixin
15
2018
Minimax and minimax projection designs using clustering. Zbl 07498976
Mak, Simon; Roshan Joseph, V.
15
2018
Fast computation of Tukey trimmed regions and median in dimension \(p > 2\). Zbl 07499086
Liu, Xiaohui; Mosler, Karl; Mozharovskyi, Pavlo
14
2019
Heteroscedastic BART via multiplicative regression trees. Zbl 07499266
Pratola, M. T.; Chipman, H. A.; George, E. I.; McCulloch, R. E.
14
2020
Additive function-on-function regression. Zbl 07498981
Kim, Janet S.; Staicu, Ana-Maria; Maity, Arnab; Carroll, Raymond J.; Ruppert, David
13
2018
A computationally efficient projection-based approach for spatial generalized linear mixed models. Zbl 07498984
Guan, Yawen; Haran, Murali
12
2018
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
12
2019
Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251
Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L.
12
2020
Forward event-chain Monte Carlo: fast sampling by randomness control in irreversible Markov chains. Zbl 07500350
Michel, Manon; Durmus, Alain; Sénécal, Stéphane
12
2020
Multivariate functional data visualization and outlier detection. Zbl 07499002
Dai, Wenlin; Genton, Marc G.
12
2018
Interaction model and model selection for function-on-function regression. Zbl 07499055
Luo, Ruiyan; Qi, Xin
11
2019
Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930
Frazier, David T.; Drovandi, Christopher
11
2021
Automated redistricting simulation using Markov chain Monte Carlo. Zbl 07500352
Fifield, Benjamin; Higgins, Michael; Imai, Kosuke; Tarr, Alexander
11
2020
A measure of directional outlyingness with applications to image data and video. Zbl 07498952
Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia
11
2018
Efficient sampling for Gaussian linear regression with arbitrary priors. Zbl 07499018
Hahn, P. Richard; He, Jingyu; Lopes, Hedibert F.
11
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.
11
2019
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
11
2021
BAMLSS: Bayesian additive models for location, scale, and shape (and beyond). Zbl 07498937
Umlauf, Nikolaus; Klein, Nadja; Zeileis, Achim
10
2018
Phase-amplitude separation and modeling of spherical trajectories. Zbl 07498969
Zhang, Zhengwu; Klassen, Eric; Srivastava, Anuj
10
2018
Computationally efficient estimation for the generalized odds rate mixture cure model with interval-censored data. Zbl 07498966
Zhou, Jie; Zhang, Jiajia; Lu, Wenbin
10
2018
Estimating individual treatment effect in observational data using random forest methods. Zbl 07498979
Lu, Min; Sadiq, Saad; Feaster, Daniel J.; Ishwaran, Hemant
10
2018
Bayesian function-on-scalars regression for high-dimensional data. Zbl 07499302
Kowal, Daniel R.; Bourgeois, Daniel C.
10
2020
Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621
Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D.
9
2022
Covariate selection in high-dimensional generalized linear models with measurement error. Zbl 07498987
Sørensen, Øystein; Hellton, Kristoffer Herland; Frigessi, Arnoldo; Thoresen, Magne
9
2018
Detecting changes in slope with an \(L_0\) penalty. Zbl 07499051
Fearnhead, Paul; Maidstone, Robert; Letchford, Adam
9
2019
Bayesian deep net GLM and GLMM. Zbl 07499275
Tran, M.-N.; Nguyen, N.; Nott, D.; Kohn, R.
9
2020
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.
9
2018
Accelerating Bayesian synthetic likelihood with the graphical Lasso. Zbl 07499068
An, Ziwen; South, Leah F.; Nott, David J.; Drovandi, Christopher C.
9
2019
Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885
Zhang, Tao; Ning, Yang; Ruppert, David
9
2021
Model interpretation through lower-dimensional posterior summarization. Zbl 07499889
Woody, Spencer; Carvalho, Carlos M.; Murray, Jared S.
9
2021
On kernel-based intensity estimation of spatial point patterns on linear networks. Zbl 07498948
Moradi, M. Mehdi; Rodríguez-Cortés, Francisco J.; Mateu, Jorge
8
2018
Hierarchical low rank approximation of likelihoods for large spatial datasets. Zbl 07498971
Huang, Huang; Sun, Ying
8
2018
Generalized additive models for pair-copula constructions. Zbl 07498985
Vatter, Thibault; Nagler, Thomas
8
2018
A spatial Markov model for climate extremes. Zbl 07499016
Reich, Brian J.; Shaby, Benjamin A.
8
2019
Global consensus Monte Carlo. Zbl 07499857
Rendell, Lewis J.; Johansen, Adam M.; Lee, Anthony; Whiteley, Nick
8
2021
Local linear forests. Zbl 07499871
Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan
8
2021
Least-square approximation for a distributed system. Zbl 07499933
Zhu, Xuening; Li, Feng; Wang, Hansheng
8
2021
A repelling-attracting Metropolis algorithm for multimodality. Zbl 07498926
Tak, Hyungsuk; Meng, Xiao-Li; van Dyk, David A.
8
2018
An expectation conditional maximization approach for Gaussian graphical models. Zbl 07499025
Li, Zehang Richard; McCormick, Tyler H.
8
2019
Distributed generalized cross-validation for divide-and-conquer kernel ridge regression and its asymptotic optimality. Zbl 07499034
Xu, Ganggang; Shang, Zuofeng; Cheng, Guang
8
2019
Classification with the matrix-variate-\(t\) distribution. Zbl 07499305
Thompson, Geoffrey Z.; Maitra, Ranjan; Meeker, William Q.; Bastawros, Ashraf F.
8
2020
Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477
Min, Keqian; Mai, Qing; Zhang, Xin
7
2022
Bayesian nonparametric modeling for multivariate ordinal regression. Zbl 07498968
DeYoreo, Maria; Kottas, Athanasios
7
2018
Optimal designs for multi-response nonlinear regression models with several factors via semidefinite programming. Zbl 07499012
Wong, Weng Kee; Yin, Yue; Zhou, Julie
7
2019
High-dimensional copula variational approximation through transformation. Zbl 07500353
Smith, Michael Stanley; Loaiza-Maya, Rubén; Nott, David J.
7
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
7
2020
Data integration with oracle use of external information from heterogeneous populations. Zbl 07633298
Zhai, Yuqi; Han, Peisong
7
2022
Estimating orthant probabilities of high-dimensional Gaussian vectors with an application to set estimation. Zbl 07498944
Azzimonti, Dario; Ginsbourger, David
7
2018
Automatic response category combination in multinomial logistic regression. Zbl 07499092
Price, Bradley S.; Geyer, Charles J.; Rothman, Adam J.
7
2019
Estimating truncated functional linear models with a nested group bridge approach. Zbl 07499301
Guan, Tianyu; Lin, Zhenhua; Cao, Jiguo
7
2020
Bayesian model selection for exponential random graph models via adjusted pseudolikelihoods. Zbl 07498929
Bouranis, Lampros; Friel, Nial; Maire, Florian
6
2018
Uncertainty in phylogenetic tree estimates. Zbl 07498931
Willis, Amy; Bell, Rayna
6
2018
A penalized likelihood method for classification with matrix-valued predictors. Zbl 07499008
Molstad, Aaron J.; Rothman, Adam J.
6
2019
The generalized ridge estimator of the inverse covariance matrix. Zbl 07499037
van Wieringen, Wessel N.
6
2019
Simultaneous registration and clustering for multidimensional functional data. Zbl 07499038
Zeng, Pengcheng; Shi, Jian Qing; Kim, Won-Seok
6
2019
Valid inference corrected for outlier removal. Zbl 07499259
Chen, Shuxiao; Bien, Jacob
6
2020
Multi-resolution filters for massive spatio-temporal data. Zbl 07499939
Jurek, Marcin; Katzfuss, Matthias
6
2021
A new approach to censored quantile regression estimation. Zbl 07498958
Yang, Xiaorong; Narisetty, Naveen Naidu; He, Xuming
6
2018
Multiresolution network models. Zbl 07499021
Fosdick, Bailey K.; McCormick, Tyler H.; Murphy, Thomas Brendan; Ng, Tin Lok James; Westling, Ted
6
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
6
2019
Differentially private significance tests for regression coefficients. Zbl 07499065
Barrientos, Andrés F.; Reiter, Jerome P.; Machanavajjhala, Ashwin; Chen, Yan
6
2019
Imputation of mixed data with multilevel singular value decomposition. Zbl 07499076
Husson, François; Josse, Julie; Narasimhan, Balasubramanian; Robin, Geneviève
6
2019
Fast and stable multivariate kernel density estimation by fast sum updating. Zbl 07499079
Langrené, Nicolas; Warin, Xavier
6
2019
Estimating time-varying graphical models. Zbl 07499282
Yang, Jilei; Peng, Jie
6
2020
The automatic construction of bootstrap confidence intervals. Zbl 07499300
Efron, Bradley; Narasimhan, Balasubramanian
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
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
Anomaly detection in streaming nonstationary temporal data. Zbl 07499268
Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate; Kandanaarachchi, Sevvandi; Muñoz, Mario A.
5
2020
Simultaneous dimensionality and complexity model selection for spectral graph clustering. Zbl 07499867
Yang, Congyuan; Priebe, Carey E.; Park, Youngser; Marchette, David J.
5
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
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
The \(G\)-Wishart weighted proposal algorithm: efficient posterior computation for Gaussian graphical models. Zbl 07633315
van den Boom, Willem; Beskos, Alexandros; De Iorio, Maria
5
2022
Divide and recombine approaches for fitting smoothing spline models with large datasets. Zbl 07498943
Xu, Danqing; Wang, Yuedong
5
2018
Multidimensional scaling with very large datasets. Zbl 07499003
Paradis, Emmanuel
5
2018
Minimizing sum of truncated convex functions and its applications. Zbl 07499007
Liu, Tzu-Ying; Jiang, Hui
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 pliable Lasso. Zbl 07499284
Tibshirani, Robert; Friedman, Jerome
5
2020
Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908
Hofert, Marius; Prasad, Avinash; Zhu, Mu
5
2021
Efficient Bayesian synthetic likelihood with whitening transformations. Zbl 07546459
Priddle, Jacob W.; Sisson, Scott A.; Frazier, David T.; Turner, Ian; Drovandi, Christopher
4
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
4
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.
4
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
An efficient sampling algorithm for network motif detection. Zbl 07498928
Chen, Yinghan; Chen, Yuguo
4
2018
Goodness of fit of logistic regression models for random graphs. Zbl 07498970
Latouche, Pierre; Robin, Stéphane; Ouadah, Sarah
4
2018
Mutually exciting point process graphs for modeling dynamic networks. Zbl 07746945
Sanna Passino, Francesco; Heard, Nicholas A.
2
2023
Probabilistic \(K\)-means with local alignment for clustering and motif discovery in functional data. Zbl 07792045
Cremona, Marzia A.; Chiaromonte, Francesca
2
2023
Deep learning with functional inputs. Zbl 07746949
Thind, Barinder; Multani, Kevin; Cao, Jiguo
2
2023
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
Multivariate Conway-Maxwell-Poisson distribution: Sarmanov method and doubly intractable Bayesian inference. Zbl 07747452
Piancastelli, Luiza S. C.; Friel, Nial; Barreto-Souza, Wagner; Ombao, Hernando
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
Variational Bayes in state space models: inferential and predictive accuracy. Zbl 07792019
Frazier, David T.; Loaiza-Maya, Rubén; Martin, Gael M.
1
2023
Asynchronous and distributed data augmentation for massive data settings. Zbl 07792026
Zhou, Jiayuan; Khare, Kshitij; Srivastava, Sanvesh
1
2023
Transfer learning of individualized treatment rules from experimental to real-world data. Zbl 07792038
Wu, Lili; Yang, Shu
1
2023
DeepMoM: robust deep learning with median-of-means. Zbl 07746950
Huang, Shih-Ting; Lederer, Johannes
1
2023
Analytic permutation testing for functional data ANOVA. Zbl 07746958
Kashlak, Adam B.; Myroshnychenko, Sergii; Spektor, Susanna
1
2023
An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation. Zbl 07746961
Zhang, Jingyi; Meng, Cheng; Yu, Jun; Zhang, Mengrui; Zhong, Wenxuan; Ma, Ping
1
2023
A quantum parallel Markov chain Monte Carlo. Zbl 07792625
Holbrook, Andrew J.
1
2023
Functional additive models on manifolds of planar shapes and forms. Zbl 07792641
Stöcker, Almond; Steyer, Lisa; Greven, Sonja
1
2023
Mixtures of matrix-variate contaminated normal distributions. Zbl 07547621
Tomarchio, Salvatore D.; Gallaugher, Michael P. B.; Punzo, Antonio; McNicholas, Paul D.
9
2022
Fast and separable estimation in high-dimensional tensor Gaussian graphical models. Zbl 07546477
Min, Keqian; Mai, Qing; Zhang, Xin
7
2022
Data integration with oracle use of external information from heterogeneous populations. Zbl 07633298
Zhai, Yuqi; Han, Peisong
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
The \(G\)-Wishart weighted proposal algorithm: efficient posterior computation for Gaussian graphical models. Zbl 07633315
van den Boom, Willem; Beskos, Alexandros; De Iorio, Maria
5
2022
Efficient Bayesian synthetic likelihood with whitening transformations. Zbl 07546459
Priddle, Jacob W.; Sisson, Scott A.; Frazier, David T.; Turner, Ian; Drovandi, Christopher
4
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
4
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.
4
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
Efficient sampling and structure learning of Bayesian networks. Zbl 07633197
Kuipers, Jack; Suter, Polina; Moffa, Giusi
4
2022
Search algorithms and loss functions for Bayesian clustering. Zbl 07633313
Dahl, David B.; Johnson, Devin J.; Müller, Peter
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
Fast univariate inference for longitudinal functional models. Zbl 07546471
Cui, Erjia; Leroux, Andrew; Smirnova, Ekaterina; Crainiceanu, Ciprian M.
3
2022
The chi-square test of distance correlation. Zbl 07546474
Shen, Cencheng; Panda, Sambit; Vogelstein, Joshua T.
3
2022
Dependent modeling of temporal sequences of random partitions. Zbl 07547637
Page, Garritt L.; Quintana, Fernando A.; Dahl, David B.
3
2022
Two-dimensional functional principal component analysis for image feature extraction. Zbl 07633308
Shi, Haolun; Yang, Yuping; Wang, Liangliang; Ma, Da; Beg, Mirza Faisal; Pei, Jian; Cao, Jiguo
3
2022
Zig-zag sampling for discrete structures and nonreversible phylogenetic MCMC. Zbl 07633200
Koskela, Jere
3
2022
Parameter estimation of binned Hawkes processes. Zbl 07633297
Shlomovich, Leigh; Cohen, Edward A. K.; Adams, Niall; Patel, Lekha
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
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
Directional quantile classifiers. Zbl 07633218
Farcomeni, Alessio; Geraci, Marco; Viroli, Cinzia
2
2022
Shrinkage Bayesian causal forests for heterogeneous treatment effects estimation. Zbl 07633314
Caron, Alberto; Baio, Gianluca; Manolopoulou, Ioanna
2
2022
Importance sampling with the integrated nested Laplace approximation. Zbl 07633316
Berild, Martin Outzen; Martino, Sara; Gómez-Rubio, Virgilio; Rue, Håvard
2
2022
Online smoothing for diffusion processes observed with noise. Zbl 07633325
Yonekura, Shouto; Beskos, Alexandros
2
2022
Interactive slice visualization for exploring machine learning models. Zbl 07546455
Hurley, Catherine B.; O’Connell, Mark; Domijan, Katarina
1
2022
The q-q boxplot. Zbl 07546457
Rodu, Jordan; Kafadar, Karen
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
Generalized tensor decomposition with features on multiple modes. Zbl 07546470
Hu, Jiaxin; Lee, Chanwoo; Wang, Miaoyan
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
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Bayesian model selection in additive partial linear models via locally adaptive splines. Zbl 07547614
Jeong, Seonghyun; Park, Taeyoung; van Dyk, David A.
1
2022
MCMC computations for Bayesian mixture models using repulsive point processes. Zbl 07547622
Beraha, Mario; Argiento, Raffaele; Møller, Jesper; Guglielmi, Alessandra
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
Smoothing splines approximation using Hilbert curve basis selection. Zbl 07633209
Meng, Cheng; Yu, Jun; Chen, Yongkai; Zhong, Wenxuan; Ma, Ping
1
2022
A probit tensor factorization model for relational learning. Zbl 07633213
Liu, Ye; Song, Rui; Lu, Wenbin; Xiao, Yanghua
1
2022
Sparse functional boxplots for multivariate curves. Zbl 07633296
Qu, Zhuo; Genton, Marc G.
1
2022
Generalized linear mixed models with crossed effects and unit-specific survey weights. Zbl 07633301
Burgard, Jan Pablo; Dörr, Patricia
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
Log-rank-type tests for equality of distributions in high-dimensional spaces. Zbl 07633328
Liu, Linxi; Meng, Yang; Wu, Xiaoru; Ying, Zhiliang; Zheng, Tian
1
2022
Robust approximate Bayesian inference with synthetic likelihood. Zbl 07499930
Frazier, David T.; Drovandi, Christopher
11
2021
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
11
2021
Optimal sampling for generalized linear models under measurement constraints. Zbl 07499885
Zhang, Tao; Ning, Yang; Ruppert, David
9
2021
Model interpretation through lower-dimensional posterior summarization. Zbl 07499889
Woody, Spencer; Carvalho, Carlos M.; Murray, Jared S.
9
2021
Global consensus Monte Carlo. Zbl 07499857
Rendell, Lewis J.; Johansen, Adam M.; Lee, Anthony; Whiteley, Nick
8
2021
Local linear forests. Zbl 07499871
Friedberg, Rina; Tibshirani, Julie; Athey, Susan; Wager, Stefan
8
2021
Least-square approximation for a distributed system. Zbl 07499933
Zhu, Xuening; Li, Feng; Wang, Hansheng
8
2021
Multi-resolution filters for massive spatio-temporal data. Zbl 07499939
Jurek, Marcin; Katzfuss, Matthias
6
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
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
5
2021
Quasi-random sampling for multivariate distributions via generative neural networks. Zbl 07499908
Hofert, Marius; Prasad, Avinash; Zhu, Mu
5
2021
Markov chain importance sampling – a highly efficient estimator for MCMC. Zbl 07499858
Schuster, Ingmar; Klebanov, Ilja
4
2021
Nonreversible jump algorithms for Bayesian nested model selection. Zbl 07499862
Gagnon, Philippe; Doucet, Arnaud
4
2021
Asymptotically exact data augmentation: models, properties, and algorithms. Zbl 07499864
Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre
4
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.
4
2021
Delayed acceptance ABC-SMC. Zbl 07499881
Everitt, Richard G.; Rowińska, Paulina A.
4
2021
Bayesian spatial clustering of extremal behavior for hydrological variables. Zbl 07499884
Rohrbeck, Christian; Tawn, Jonathan A.
4
2021
Model selection with Lasso-zero: adding straw to the haystack to better find needles. Zbl 07499899
Descloux, Pascaline; Sardy, Sylvain
4
2021
Penalized quantile regression for distributed big data using the slack variable representation. Zbl 07499901
Fan, Ye; Lin, Nan; Yin, Xianjun
4
2021
Distributed Bayesian inference in linear mixed-effects models. Zbl 07499904
Srivastava, Sanvesh; Xu, Yixiang
4
2021
Estimating multiple precision matrices with cluster fusion regularization. Zbl 07499920
Price, Bradley S.; Molstad, Aaron J.; Sherwood, Ben
4
2021
Anomaly detection in high-dimensional data. Zbl 07499872
Talagala, Priyanga Dilini; Hyndman, Rob J.; Smith-Miles, Kate
3
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.
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
Identifying heterogeneous effect using latent supervised clustering with adaptive fusion. Zbl 07499880
Chen, Jingxiang; Tran-Dinh, Quoc; Kosorok, Michael R.; Liu, Yufeng
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
Predictive distribution modeling using transformation forests. Zbl 07499945
Hothorn, Torsten; Zeileis, Achim
3
2021
Online updating of survival analysis. Zbl 07499947
Wu, Jing; Chen, Ming-Hui; Schifano, Elizabeth D.; Yan, Jun
3
2021
Learning multiple quantiles with neural networks. Zbl 07499949
Moon, Sang Jun; Jeon, Jong-June; Lee, Jason Sang Hun; Kim, Yongdai
3
2021
Model-free variable selection with matrix-valued predictors. Zbl 07499891
Li, Zeda; Dong, Yuexiao
3
2021
MIP-BOOST: efficient and effective \(L_0\) Feature selection for linear regression. Zbl 07499902
Kenney, Ana; Chiaromonte, Francesca; Felici, Giovanni
3
2021
...and 240 more Documents
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Cited by 2,696 Authors

20 Drovandi, Christopher C.
15 Genton, Marc G.
14 Nott, David John
10 Dunson, David Brian
10 Frazier, David T.
10 Mateu, Jorge
10 Tran, Minh Ngoc
8 Cao, Jiguo
8 Klein, Nadja
8 Mai, Qing
8 Wang, Haiying
7 Bhadra, Anindya
7 Bolin, David
7 Fearnhead, Paul
7 García-Escudero, Luis Angel
7 Gramacy, Robert B.
7 Hyndman, Rob J.
7 Kohn, Robert J.
7 Mak, Simon
7 Mayo-Iscar, Agustin
7 Sisson, Scott A.
7 Zhang, Ning
7 Zhang, Xin
6 Bandyopadhyay, Dipankar
6 Corander, Jukka
6 Kneib, Thomas
6 Loaiza-Maya, Rubén
6 Ma, Shuangge
6 Nagy, Stanislav
6 Sanz-Alonso, Daniel
6 Shang, Han Lin
6 Sinha, Debajyoti
6 Smith, Michael Stanley
6 Srivastava, Sanvesh
6 Sugasawa, Shonosuke
6 Warne, David J.
6 Wong, Wengkee
6 Wu, Chien-Fu Jeff
5 Banerjee, Sudipto
5 Beyaztas, Ufuk
5 Cao, Jian
5 Cappozzo, Andrea
5 Cook, Dianne
5 Czado, Claudia
5 Datta, Abhirup
5 De Iorio, Maria
5 Durante, Daniele
5 Eckley, Idris A.
5 Farcomeni, Alessio
5 Greselin, Francesca
5 Guinness, Joseph
5 Katzfuss, Matthias
5 Keyes, David Elliot
5 Kowal, Daniel R.
5 Lillo, Rosa Elvira
5 Linero, Antonio R.
5 Punzo, Antonio
5 Suchard, Marc A.
5 Sun, Defeng
5 Sun, Jianguo
5 Sun, Ying
5 Toh, Kim Chuan
5 Villani, Mattias
4 Baker, Ruth Elizabeth
4 Boyd, Stephen Poythress
4 Dai, Wenlin
4 Datta, Jyotishka
4 Doucet, Arnaud
4 Friel, Nial
4 Gagnon, Philippe
4 Ghosal, Rahul
4 Golightly, Andrew
4 Griffin, Maryclare
4 Gutmann, Michael U.
4 Heaton, Matthew J.
4 Hoff, Peter D.
4 Hui, Francis K. C.
4 Huser, Raphaël
4 Irie, Kaoru
4 Johansen, Adam M.
4 Kaski, Samuel
4 Laketa, Petra N.
4 Liu, Yufeng
4 Ludkovski, Michael
4 Mangion, Andrew Zammit
4 Maroulas, Vasileios
4 Martin, Gael M.
4 Murray, Jared S.
4 Nychka, Douglas W.
4 Park, Jaewoo
4 Pesonen, Henri
4 Picchini, Umberto
4 Priebe, Carey E.
4 Riani, Marco
4 Robert, Christian P.
4 Sherlock, Chris
4 Srivastava, Anuj
4 Sung, Chih-Li
4 Tomarchio, Salvatore D.
4 Turkiyyah, George M.
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Cited in 190 Journals

133 Journal of Computational and Graphical Statistics
107 Statistics and Computing
78 Computational Statistics and Data Analysis
63 Journal of the American Statistical Association
62 The Annals of Applied Statistics
35 Electronic Journal of Statistics
27 Bayesian Analysis
26 Biometrics
25 Stat
23 Computational Statistics
22 Statistical Science
22 Journal of Machine Learning Research (JMLR)
21 The Canadian Journal of Statistics
20 Test
19 SIAM/ASA Journal on Uncertainty Quantification
17 Journal of Multivariate Analysis
17 Communications in Statistics. Simulation and Computation
16 The Annals of Statistics
16 Journal of Statistical Computation and Simulation
16 Advances in Data Analysis and Classification. ADAC
15 Journal of Agricultural, Biological, and Environmental Statistics
13 Scandinavian Journal of Statistics
13 Statistical Papers
13 Statistica Sinica
13 Bernoulli
11 Journal of Statistical Planning and Inference
10 Journal of Applied Statistics
8 The American Statistician
8 International Statistical Review
8 Journal of Econometrics
8 SIAM Journal on Scientific Computing
8 Statistical Methods and Applications
8 Journal of the Korean Statistical Society
8 Journal of Statistical Theory and Practice
8 Statistical Theory and Related Fields
7 Journal of Computational and Applied Mathematics
7 Communications in Statistics. Theory and Methods
7 European Journal of Operational Research
7 SIAM Journal on Mathematics of Data Science
6 Computer Methods in Applied Mechanics and Engineering
6 Statistics & Probability Letters
6 Machine Learning
6 SIAM Journal on Optimization
6 Australian & New Zealand Journal of Statistics
6 Journal of Business and Economic Statistics
5 Journal of Computational Physics
5 Annals of the Institute of Statistical Mathematics
5 Biometrical Journal
5 Lifetime Data Analysis
5 Journal of Nonparametric Statistics
5 Brazilian Journal of Probability and Statistics
4 Psychometrika
4 British Journal of Mathematical & Statistical Psychology
4 Operations Research
4 Journal of Classification
4 International Journal of Approximate Reasoning
4 Annals of Operations Research
4 Applied Mathematical Modelling
4 Stochastic Processes and their Applications
4 Journal of Mathematical Imaging and Vision
4 Advances in Computational Mathematics
4 Data Mining and Knowledge Discovery
4 Statistical Modelling
4 Optimization Letters
4 SIAM Journal on Imaging Sciences
4 Sankhyā. Series A
4 Japanese Journal of Statistics and Data Science
3 Metrika
3 Information Sciences
3 Metron
3 Statistics
3 Journal of Scientific Computing
3 Journal of Global Optimization
3 Proceedings of the National Academy of Sciences of the United States of America
3 North American Actuarial Journal
3 Journal of Physics A: Mathematical and Theoretical
3 Statistics Surveys
3 Journal of Probability and Statistics
2 Computer Physics Communications
2 Inverse Problems
2 Journal of Statistical Physics
2 Mathematics of Computation
2 International Journal for Numerical Methods in Engineering
2 Insurance Mathematics & Economics
2 Journal of Time Series Analysis
2 Journal of Complexity
2 Computers & Operations Research
2 Asia-Pacific Journal of Operational Research
2 The Annals of Applied Probability
2 Numerical Algorithms
2 SIAM Review
2 Mathematical Programming. Series A. Series B
2 Theory of Probability and Mathematical Statistics
2 Mathematical Methods of Statistics
2 Soft Computing
2 Extremes
2 Methodology and Computing in Applied Probability
2 Quantitative Finance
2 ASTIN Bulletin
2 Hacettepe Journal of Mathematics and Statistics
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Cited in 39 Fields

1,111 Statistics (62-XX)
141 Numerical analysis (65-XX)
121 Probability theory and stochastic processes (60-XX)
101 Computer science (68-XX)
74 Operations research, mathematical programming (90-XX)
42 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
25 Biology and other natural sciences (92-XX)
15 Combinatorics (05-XX)
14 Linear and multilinear algebra; matrix theory (15-XX)
12 Partial differential equations (35-XX)
11 Geophysics (86-XX)
9 Calculus of variations and optimal control; optimization (49-XX)
9 Algebraic topology (55-XX)
8 Statistical mechanics, structure of matter (82-XX)
7 Information and communication theory, circuits (94-XX)
6 Operator theory (47-XX)
6 Systems theory; control (93-XX)
5 Mechanics of deformable solids (74-XX)
4 Approximations and expansions (41-XX)
4 Functional analysis (46-XX)
4 Global analysis, analysis on manifolds (58-XX)
3 Mathematical logic and foundations (03-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Fluid mechanics (76-XX)
2 Measure and integration (28-XX)
2 Ordinary differential equations (34-XX)
2 Harmonic analysis on Euclidean spaces (42-XX)
2 Convex and discrete geometry (52-XX)
2 Quantum theory (81-XX)
1 Number theory (11-XX)
1 Algebraic geometry (14-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Integral equations (45-XX)
1 Geometry (51-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Astronomy and astrophysics (85-XX)
1 Mathematics education (97-XX)

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