Journal of the Royal Statistical Society. Series B. Statistical Methodology Short Title: J. R. Stat. Soc., Ser. B, Stat. Methodol. Publisher: Oxford University Press, Oxford; Royal Statistical Society (RSS), London ISSN: 1369-7412; 1467-9868/e Online: https://academic.oup.com/jrsssb/issuehttps://rss.onlinelibrary.wiley.com/loi/14679868https://www.jstor.org/journal/jroyastatsocise4 Predecessor: Journal of the Royal Statistical Society. Series B Comments: Journal Documents Indexed: 1,103 Publications (since 1998) References Indexed: 372 Publications with 12,599 References. all top 5 Latest Issues 84, No. 5 (2022) 84, No. 2 (2022) 84, No. 1 (2022) 83, No. 5 (2021) 83, No. 4 (2021) 83, No. 3 (2021) 83, No. 2 (2021) 83, No. 1 (2021) 82, No. 5 (2020) 82, No. 4 (2020) 82, No. 3 (2020) 82, No. 2 (2020) 82, No. 1 (2020) 81, No. 5 (2019) 81, No. 4 (2019) 81, No. 3 (2019) 81, No. 2 (2019) 81, No. 1 (2019) 80, No. 5 (2018) 80, No. 4 (2018) 80, No. 3 (2018) 80, No. 2 (2018) 80, No. 1 (2018) 79, No. 5 (2017) 79, No. 4 (2017) 79, No. 3 (2017) 79, No. 2 (2017) 79, No. 1 (2017) 78, No. 5 (2016) 78, No. 4 (2016) 78, No. 3 (2016) 78, No. 2 (2016) 78, No. 1 (2016) 77, No. 5 (2015) 77, No. 4 (2015) 77, No. 3 (2015) 77, No. 2 (2015) 77, No. 1 (2015) 76, No. 5 (2014) 76, No. 4 (2014) 76, No. 3 (2014) 76, No. 2 (2014) 76, No. 1 (2014) 75, No. 5 (2013) 75, No. 4 (2013) 75, No. 3 (2013) 75, No. 2 (2013) 75, No. 1 (2013) 74, No. 5 (2012) 74, No. 4 (2012) 74, No. 3 (2012) 74, No. 2 (2012) 74, No. 1 (2012) 73, No. 5 (2011) 73, No. 4 (2011) 73, No. 3 (2011) 73, No. 2 (2011) 73, No. 1 (2011) 72, No. 5 (2010) 72, No. 4 (2010) 72, No. 3 (2010) 72, No. 2 (2010) 72, No. 1 (2010) 71, No. 5 (2009) 71, No. 4 (2009) 71, No. 3 (2009) 71, No. 2 (2009) 71, No. 1 (2009) 70, No. 5 (2008) 70, No. 4 (2008) 70, No. 3 (2008) 70, No. 2 (2008) 70, No. 1 (2008) 69, No. 5 (2007) 69, No. 4 (2007) 69, No. 3 (2007) 69, No. 2 (2007) 69, No. 1 (2007) 68, No. 5 (2006) 68, No. 4 (2006) 68, No. 3 (2006) 68, No. 2 (2006) 68, No. 1 (2006) 67, No. 5 (2005) 67, No. 4 (2005) 67, No. 3 (2005) 67, No. 2 (2005) 67, No. 1 (2005) 66, No. 4 (2004) 66, No. 3 (2004) 66, No. 2 (2004) 66, No. 1 (2004) 65, No. 4 (2003) 65, No. 3 (2003) 65, No. 2 (2003) 65, No. 1 (2003) 64, No. 4 (2002) 64, No. 3 (2002) 64, No. 2 (2002) 64, No. 1 (2002) ...and 13 more Volumes all top 5 Authors 47 Hall, Peter Gavin 17 Roberts, Gareth O. 16 Samworth, Richard J. 15 Fan, Jianqing 14 Carroll, Raymond James 14 Robert, Christian P. 13 Cai, Tony Tony 13 Fearnhead, Paul 12 Bühlmann, Peter 11 Chopin, Nicolas 11 Dette, Holger 11 Leng, Chenlei 11 Liu, Han 11 Müller, Hans-Georg 11 Munk, Axel 11 Tibshirani, Robert John 10 Delaigle, Aurore 10 Ma, Yanyuan 10 Mateu, Jorge 9 Doucet, Arnaud 9 Fine, Jason Peter 9 Papaspiliopoulos, Omiros 9 Qin, Jing 9 Small, Dylan S. 8 Critchley, Frank 8 Draper, David 8 Shah, Rajen Dinesh 8 Shao, Xiaofeng 8 Yao, Qiwei 7 Fryzlewicz, Piotr 7 Moller, Jesper 7 Nason, Guy P. 7 Tong, Howell 7 Van Keilegom, Ingrid 7 Wasserman, Larry Alan 7 Zou, Hui 6 Cook, Ralph Dennis 6 Ding, Peng 6 Geng, Zhi 6 Hastie, Trevor John 6 Holmes, Christopher C. 6 Li, Lexin 6 Linton, Oliver Bruce 6 Porcu, Emilio 6 Rue, Håvard 6 Tawn, Jonathan A. 6 Titterington, D. Michael 6 Vansteelandt, Stijn 6 Walker, Stephen Grahm 6 Xia, Yingcun 6 Zhu, Hongtu 5 Chen, YiNing 5 Claeskens, Gerda 5 Copas, John B. 5 Cox, David Roxbee 5 Davison, Anthony C. 5 Diggle, Peter John 5 Dunson, David Brian 5 Eguchi, Shinto 5 Fan, Yingying 5 Friel, Nial 5 Genton, Marc G. 5 Gijbels, Irène 5 Girolami, Mark A. 5 Guan, Yongtao 5 Ibrahim, Joseph George 5 Jacob, Pierre E. 5 Lauritzen, Steffen Lilholt 5 Liu, Jun S. 5 Liu, Yufeng 5 Lv, Jinchi 5 Maiti, Tapabrata 5 Meinshausen, Nicolai 5 Pettitt, Anthony N. 5 Ramsay, James O. 5 Richardson, Thomas Stuart 5 Silverman, Bernard W. 5 Song, Rui 5 Sun, Wenguang 5 Tsai, Chihling 5 VanderWeele, Tyler J. 5 Welsh, Alan H. 5 Wood, Simon N. 5 Yuan, Ming 5 Zhu, Lixing 4 Cappé, Olivier 4 Chatterjee, Nilanjan 4 Chen, Kani 4 Chen, Songxi 4 Chen, Yihau 4 Chiou, Jeng-Min 4 Efron, Bradley 4 Einmahl, John H. J. 4 Feller, Avi 4 Foygel Barber, Rina 4 Gneiting, Tilmann 4 Griffin, Jim E. 4 Hallin, Marc 4 Holzmann, Hajo 4 James, Gareth M. ...and 1,887 more Authors all top 5 Fields 1,092 Statistics (62-XX) 179 Numerical analysis (65-XX) 85 Probability theory and stochastic processes (60-XX) 34 Biology and other natural sciences (92-XX) 21 Combinatorics (05-XX) 15 Operations research, mathematical programming (90-XX) 14 Geophysics (86-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Harmonic analysis on Euclidean spaces (42-XX) 7 Computer science (68-XX) 4 General and overarching topics; collections (00-XX) 4 Information and communication theory, circuits (94-XX) 3 Differential geometry (53-XX) 3 Astronomy and astrophysics (85-XX) 3 Systems theory; control (93-XX) 2 Quantum theory (81-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Functional analysis (46-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 1,043 Publications have been cited 34,541 times in 22,893 Documents Cited by ▼ Year ▼ Regularization and variable selection via the elastic net. Zbl 1069.62054 Zou, Hui; Hastie, Trevor 1,366 2005 Bayesian measures of model complexity and fit (with discussion). Zbl 1067.62010 Spiegelhalter, David J.; Best, Nicola G.; Carlin, Bradley P.; van der Linde, Angelika 1,257 2002 Model selection and estimation in regression with grouped variables. Zbl 1141.62030 Yuan, Ming; Lin, Yi 1,069 2006 Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics. (With discussion). Zbl 0983.60028 Barndorff-Nielsen, Ole E.; Shephard, Neil 636 2001 Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050 Azzalini, A.; Capitanio, A. 565 1999 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187 Fan, Jianqing; Lv, Jinchi 540 2008 Sparsity and smoothness via the fused lasso. Zbl 1060.62049 Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith 489 2005 Bayesian calibration of computer models. (With discussion). Zbl 1007.62021 Kennedy, Marc C.; O’Hagan, Anthony 460 2001 Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion). Zbl 1248.62156 Rue, Håvard; Martino, Sara; Chopin, Nicolas 459 2009 Distributions generated by perturbation of symmetry with emphasis on a multivariate skew \(t\)-distribution. Zbl 1065.62094 Azzalini, Adelchi; Capitanio, Antonella 428 2003 An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028 Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing 388 2002 Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107 Barndorff-Nielsen, Ole E.; Shephard, Neil 383 2002 An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach. Zbl 1274.62360 Lindgren, Finn; Rue, Håvard; Lindström, Johan 357 2011 A direct approach to false discovery rates. Zbl 1090.62073 Storey, John D. 353 2002 Sequential Monte Carlo samplers. Zbl 1105.62034 Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 333 2006 The group Lasso for logistic regression. Zbl 1400.62276 Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 258 2008 Semiparametric regression for the mean and rate functions of recurrent events. Zbl 1074.62510 Lin, D. Y.; Wei, L. J.; Yang, I.; Ying, Z. 255 2000 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071 Girolami, Mark; Calderhead, Ben 248 2011 Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196 Zhang, Cun-Hui; Zhang, Stephanie S. 248 2014 Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020 Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman 245 2010 Dealing with label switching in mixture models. Zbl 0957.62020 Stephens, Matthew 241 2000 Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046 Tibshirani, Robert; Walther, Guenther; Hastie, Trevor 227 2001 Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach. Zbl 1061.62110 Storey, John D.; Taylor, Jonathan E.; Siegmund, David 217 2004 Gaussian predictive process models for large spatial data sets. Zbl 05563371 Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan 207 2008 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 199 2013 Probabilistic principal component analysis. Zbl 0924.62068 Tipping, Michael E.; Bishop, Christopher M. 196 1999 Fixed rank Kriging for very large spatial data sets. Zbl 05563351 Cressie, Noel; Johannesson, Gardar 191 2008 Stability selection. With discussion and authors’ reply. Zbl 1411.62142 Meinshausen, Nicolai; Bühlmann, Peter 186 2010 Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039 Hurvich, Clifford M.; Simonoff, Jeffrey S. 181 1998 Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058 Booth, James G.; Hobert, James P. 177 1999 Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055 Zhu, Lixing; Xue, Liugen 163 2006 Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036 Wang, Hansheng; Li, Bo; Leng, Chenlei 160 2009 Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060 Roberts, Gareth O.; Rosenthal, Jeffrey S. 155 1998 On properties of functional principal components analysis. Zbl 1141.62048 Hall, Peter; Hosseini-Nasab, Mohammad 148 2006 Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006 Murphy, S. A. 145 2003 Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074 Gneiting, Tilmann; Balabdaoui, Fadoua; Raftery, Adrian E. 145 2007 Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212 Tibshirani, Robert 136 2011 Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072 Genovese, Christopher; Wasserman, Larry 135 2002 Thin plate regression splines. Zbl 1063.62059 Wood, Simon N. 129 2003 Generalized linear models with functional predictors. Zbl 1090.62070 James, Gareth M. 127 2002 Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (With discussion). Zbl 1100.62079 Beskos, Alexandros; Papaspiliopoulos, Omiros; Roberts, Gareth O.; Fearnhead, Paul 126 2006 Geometric representation of high dimension, low sample size data. Zbl 1069.62097 Hall, Peter; Marron, J. S.; Neeman, Amnon 124 2005 A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051 Heffernan, Janet E.; Tawn, Jonathan A. 114 2004 Approximating likelihoods for large spatial data sets. Zbl 1062.62094 Stein, Michael L.; Chi, Zhiyi; Welty, Leah J. 112 2004 Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027 Oakley, Jeremy E.; O’Hagen, Anthony 109 2004 Conformal normal curvature and assessment of local influence. Zbl 0913.62062 Poon, Wai-Yin; Poon, Yat Sun 104 1999 Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021 Gilks, Walter R.; Berzuini, Carlo 104 2001 Automatic Bayesian curve fitting. Zbl 0907.62031 Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M. 102 1998 Wavelet-based functional mixed models. Zbl 1110.62053 Morris, Jeffrey S.; Carroll, Raymond J. 102 2006 A skew extension of the \(t\)-distribution, with applications. Zbl 1063.62013 Jones, M. C.; Faddy, M. J. 100 2003 Local influence for incomplete-data models. Zbl 0976.62071 Zhu, Hong-Tu; Lee, Sik-Yum 99 2001 Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089 Wood, Simon N. 97 2011 Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036 James, Gareth M.; Hastie, Trevor J. 96 2001 Wavelet thresholding via a Bayesian approach. Zbl 0910.62031 Abramovich, F.; Sapatinas, T.; Silverman, B. W. 96 1998 Adaptive varying-coefficient linear models. Zbl 1063.62054 Fan, Jianqing; Yao, Qiwei; Cai, Zongwu 95 2003 Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. Zbl 1398.62335 Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi 94 2018 Sparse additive models. Zbl 1411.62107 Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 93 2009 Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027 Crainiceanu, Ciprian M.; Ruppert, David 92 2004 A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011 Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D. 90 2001 Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028 Damien, Paul; Wakefield, Jon; Walker, Stephen 89 1999 Missing covariates in generalized linear models when the missing data mechanism is non-ignorable. Zbl 0917.62060 Ibrahim, Joseph G.; Lipsitz, Stuart R.; Chen, Ming-Hui 88 1999 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101 Kai, Bo; Li, Runze; Zou, Hui 88 2010 Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030 Dalalyan, Arnak S. 87 2017 Fast sampling of Gaussian Markov random fields. Zbl 0979.62075 Rue, Håvard 86 2001 Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065 Frick, Klaus; Munk, Axel; Sieling, Hannes 84 2014 On a mixture autoregressive model. Zbl 0941.62095 Wong, Chun Shan; Li, Wai Keung 83 2000 The joint graphical lasso for inverse covariance estimation across multiple classes. Zbl 07555455 Danaher, Patrick; Wang, Pei; Witten, Daniela M. 83 2014 Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079 Witten, Daniela M.; Tibshirani, Robert 82 2011 Parameter estimation for differential equations: a generalized smoothing approach. Zbl 07555374 Ramsay, J. O.; Hooker, G.; Campbell, D.; Cao, J. 82 2007 Estimating smooth monotone functions. Zbl 0909.62041 Ramsay, J. O. 81 1998 Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062 Lin, Xihong; Zhang, Daowen 80 1999 Inference for clusters of extreme values. Zbl 1065.62091 Ferro, Christopher A. T.; Segers, Johan 80 2003 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057 Fearnhead, Paul; Prangle, Dennis 79 2012 Multiple-change-point detection for high dimensional time series via sparsified binary segmentation. Zbl 1414.62356 Cho, Haeran; Fryzlewicz, Piotr 77 2015 Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives. (With discussion). Zbl 0945.62084 Durbin, J.; Koopmann, S. J. 76 2000 Marginal likelihood estimation via power posteriors. Zbl 05563360 Friel, N.; Pettitt, A. N. 76 2008 Tuning parameter selection in high dimensional penalized likelihood. Zbl 1411.62216 Fan, Yingying; Tang, Cheng Yong 75 2013 Curve registration. Zbl 0909.62033 Ramsay, J. O.; Li, Xiaochun 75 1998 Multivariate Bayesian variable selection and prediction. Zbl 0909.62022 Brown, P. J.; Vannucci, M.; Fearn, T. 75 1998 Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034 Rousseau, Judith; Mengersen, Kerrie 75 2011 On parametric bootstrap methods for small area prediction. Zbl 1100.62039 Hall, Peter; Maiti, Tapabrata 72 2006 Clustering objects on subsets of attributes. Zbl 1060.62064 Friedman, Jerome H.; Meulman, Jacqueline J. 72 2004 Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030 Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J. 70 1999 \(\mathrm{SMC}^2\): an efficient algorithm for sequential analysis of state space models. Zbl 1411.62242 Chopin, N.; Jacob, P. E.; Papaspiliopoulos, O. 68 2013 On the non-negative garrotte estimator. Zbl 1120.62052 Yuan, Ming; Lin, Yi 68 2007 Two-sample test of high dimensional means under dependence. Zbl 07555454 Cai, T. Tony; Liu, Weidong; Xia, Yin 68 2014 Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036 Oakes, David 67 1999 A general framework for updating belief distributions. Zbl 1414.62039 Bissiri, P. G.; Holmes, C. C.; Walker, S. G. 67 2016 Testing heteroscedasticity in nonparametric regression. Zbl 0909.62035 Dette, Holger; Munk, Axel 67 1998 On the time to extinction in recurrent epidemics. Zbl 0917.92023 Nåsell, Ingemar 66 1999 Variance estimation using refitted cross-validation in ultrahigh dimensional regression. Zbl 1411.62199 Fan, Jianqing; Guo, Shaojun; Hao, Ning 65 2012 Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037 Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil 65 2005 Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120 Brooks, S. P.; Giudici, P.; Roberts, G. O. 65 2003 Wavelet deconvolution in a periodic setting. Zbl 1046.62039 Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique; Raimondo, Marc 65 2004 Minimum aberration and model robustness for two-level fractional factorial designs. Zbl 0913.62072 Cheng, Ching-Shui; Steinberg, David M.; Sun, Don X. 63 1999 Bias-corrected confidence bands in nonparametric regression. Zbl 0909.62043 Xia, Yingcun 63 1998 Dimension reduction for the conditional \(k\)th moment in regression. Zbl 1067.62042 Yin, Xiangrong; Cook, R. Dennis 63 2002 Bayesian density regression. Zbl 1120.62025 Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun 63 2007 Nonparametric estimation of the mode of a distribution of random curves. Zbl 0909.62030 Gasser, Theo; Hall, Peter; Presnell, Brett 62 1998 Estimating the variance in nonparametric regression – what is a reasonable choice? Zbl 0944.62041 Dette, Holger; Munk, Axel; Wagner, Thorsten 62 1998 Gaussian differential privacy. Zbl 07593394 Dong, Jinshuo; Roth, Aaron; Su, Weijie J. 6 2022 Transfer learning for high-dimensional linear regression: prediction, estimation and minimax optimality. Zbl 07593407 Li, Sai; Cai, T. Tony; Li, Hongzhe 5 2022 High-dimensional principal component analysis with heterogeneous missingness. Zbl 07686605 Zhu, Ziwei; Wang, Tengyao; Samworth, Richard J. 4 2022 High-dimensional, multiscale online changepoint detection. Zbl 07593410 Chen, Yudong; Wang, Tengyao; Samworth, Richard J. 4 2022 Modelling the COVID-19 infection trajectory: a piecewise linear quantile trend model. Zbl 07686592 Jiang, Feiyu; Zhao, Zifeng; Shao, Xiaofeng 3 2022 Waste-free sequential Monte Carlo. Zbl 07593406 Dau, Hai-Dang; Chopin, Nicolas 3 2022 Gaussian prepivoting for finite population causal inference. Zbl 07593413 Cohen, Peter L.; Fogarty, Colin B. 3 2022 Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414 Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud 3 2022 Synthetic controls with staggered adoption. Zbl 07593415 Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse 3 2022 Graph based Gaussian processes on restricted domains. Zbl 07593417 Dunson, David B.; Wu, Hau-Tieng; Wu, Nan 3 2022 SIMPLE: statistical inference on membership profiles in large networks. Zbl 07593425 Fan, Jianqing; Fan, Yingying; Han, Xiao; Lv, Jinchi 3 2022 General Bayesian loss function selection and the use of improper models. Zbl 07686594 Jewson, Jack; Rossell, David 2 2022 Conditional independence testing in Hilbert spaces with applications to functional data analysis. Zbl 07686600 Lundborg, Anton Rask; Shah, Rajen D.; Peters, Jonas 2 2022 Linear regression and its inference on noisy network-linked data. Zbl 07686601 Le, Can M.; Li, Tianxi 2 2022 Structure learning for extremal tree models. Zbl 07686607 Engelke, Sebastian; Volgushev, Stanislav 2 2022 A graph-theoretic approach to randomization tests of causal effects under general interference. Zbl 07593408 Puelz, David; Basse, Guillaume; Feller, Avi; Toulis, Panos 2 2022 High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409 Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin 2 2022 The Barker proposal: combining robustness and efficiency in gradient-based MCMC. Zbl 07593420 Livingstone, Samuel; Zanella, Giacomo 2 2022 Prediction and outlier detection in classification problems. Zbl 07593421 Guan, Leying; Tibshirani, Robert 2 2022 Exact clustering in tensor block model: statistical optimality and computational limit. Zbl 07686595 Han, Rungang; Luo, Yuetian; Wang, Miaoyan; Zhang, Anru R. 1 2022 Dimension-free mixing for high-dimensional Bayesian variable selection. Zbl 07686598 Zhou, Quan; Yang, Jun; Vats, Dootika; Roberts, Gareth O.; Rosenthal, Jeffrey S. 1 2022 Causal inference with spatio-temporal data: estimating the effects of airstrikes on insurgent violence in Iraq. Zbl 07686604 Papadogeorgou, Georgia; Imai, Kosuke; Lyall, Jason; Li, Fan 1 2022 Usable and precise asymptotics for generalized linear mixed model analysis and design. Zbl 07593404 Jiang, Jiming; Wand, Matt P.; Bhaskaran, Aishwarya 1 2022 Inferential Wasserstein generative adversarial networks. Zbl 07593405 Chen, Yao; Gao, Qingyi; Wang, Xiao 1 2022 On efficient dimension reduction with respect to the interaction between two response variables. Zbl 07593412 Luo, Wei 1 2022 Selective inference for effect modification via the lasso. Zbl 07593416 Zhao, Qingyuan; Small, Dylan S.; Ertefaie, Ashkan 1 2022 Graphical criteria for efficient total effect estimation via adjustment in causal linear models. Zbl 07593423 Henckel, Leonard; Perković, Emilija; Maathuis, Marloes H. 1 2022 Finite sample change point inference and identification for high-dimensional mean vectors. Zbl 07555264 Yu, Mengjia; Chen, Xiaohui 13 2021 Anchor regression: heterogeneous data meet causality. Zbl 07555263 Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas 10 2021 Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260 Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo 8 2021 Smoothing splines on Riemannian manifolds, with applications to 3D shape space. Zbl 07555258 Kim, Kwang-Rae; Dryden, Ian L.; Le, Huiling; Severn, Katie E. 7 2021 Use of model reparametrization to improve variational Bayes. Zbl 07555255 Tan, Linda S. L. 6 2021 Covariate powered cross-weighted multiple testing. Zbl 07555275 Ignatiadis, Nikolaos; Huber, Wolfgang 6 2021 Isotonic distributional regression. Zbl 07555288 Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann 6 2021 GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495 Li, Jinzhou; Maathuis, Marloes H. 6 2021 Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256 Xia, Dong; Yuan, Ming 4 2021 Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285 Chen, Mingli; Kato, Kengo; Leng, Chenlei 4 2021 Variable selection with ABC Bayesian forests. Zbl 07555492 Liu, Yi; Ročková, Veronika; Wang, Yuexi 4 2021 The proximal Robbins-Monro method. Zbl 07555261 Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M. 3 2021 On optimal rerandomization designs. Zbl 07555270 Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten 3 2021 Model-assisted analyses of cluster-randomized experiments. Zbl 07555289 Su, Fangzhou; Ding, Peng 3 2021 On identifiability and consistency of the nugget in Gaussian spatial process models. Zbl 07555291 Tang, Wenpin; Zhang, Lu; Banerjee, Sudipto 3 2021 Small area estimation with linked data. Zbl 07555257 Salvati, N.; Fabrizi, E.; Ranalli, M. G.; Chambers, R. L. 2 2021 Optimal control of false discovery criteria in the two-group model. Zbl 07555259 Heller, Ruth; Rosset, Saharon 2 2021 Estimation and clustering in popularity adjusted block model. Zbl 07555266 Noroozi, Majid; Rimal, Ramchandra; Pensky, Marianna 2 2021 Nonparametric density estimation over complicated domains. Zbl 07555268 Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M. 2 2021 The confidence interval method for selecting valid instrumental variables. Zbl 07555276 Windmeijer, Frank; Liang, Xiaoran; Hartwig, Fernando P.; Bowden, Jack 2 2021 Leveraging the Fisher randomization test using confidence distributions: inference, combination and fusion learning. Zbl 07555277 Luo, Xiaokang; Dasgupta, Tirthankar; Xie, Minge; Liu, Regina Y. 2 2021 Increasing power for observational studies of aberrant response: an adaptive approach. Zbl 07555493 Heng, Siyu; Kang, Hyunseung; Small, Dylan S.; Fogarty, Colin B. 2 2021 Estimation of causal quantile effects with a binary instrumental variable and censored data. Zbl 07555496 Wei, Bo; Peng, Limin; Zhang, Mei-Jie; Fine, Jason P. 2 2021 Instrument residual estimator for any response variable with endogenous binary treatment. Zbl 07555498 Lee, Myoung-Jae 2 2021 On the optimality of randomization in experimental design: how to randomize for minimax variance and design-based inference. Zbl 07555271 Kallus, Nathan 1 2021 Inference on the history of a randomly growing tree. Zbl 07555273 Crane, Harry; Xu, Min 1 2021 Optimal statistical inference for individualized treatment effects in high-dimensional models. Zbl 07555274 Cai, Tianxi; Cai, T. Tony; Guo, Zijian 1 2021 Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278 Lavancier, Frédéric; Le Guével, Ronan 1 2021 Joint quantile regression for spatial data. Zbl 07555279 Chen, Xu; Tokdar, Surya T. 1 2021 Approximate Laplace approximations for scalable model selection. Zbl 07555280 Rossell, David; Abril, Oriol; Bhattacharya, Anirban 1 2021 Conformal inference of counterfactuals and individual treatment effects. Zbl 07555286 Lei, Lihua; Candès, Emmanuel J. 1 2021 Two-sample inference for high-dimensional Markov networks. Zbl 07555287 Kim, Byol; Liu, Song; Kolar, Mladen 1 2021 Unbiased Markov chain Monte Carlo methods with couplings. Zbl 07554766 Jacob, Pierre E.; O’Leary, John; Atchadé, Yves F. 23 2020 Visualizing the effects of predictor variables in black box supervised learning models. Zbl 07554784 Apley, Daniel W.; Zhu, Jingyu 19 2020 The conditional permutation test for independence while controlling for confounders. Zbl 1440.62223 Berrett, Thomas B.; Wang, Yi; Barber, Rina Foygel; Samworth, Richard J. 17 2020 Graphical models for extremes. Zbl 07554779 Engelke, Sebastian; Hitz, Adrien S. 17 2020 Rerandomization and regression adjustment. Zbl 1440.62297 Li, Xinran; Ding, Peng 15 2020 Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760 Frazier, David T.; Robert, Christian P.; Rousseau, Judith 14 2020 Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288 Luo, Lan; Song, Peter X.-K. 12 2020 Semisupervised inference for explained variance in high dimensional linear regression and its applications. Zbl 07554759 Cai, T. Tony; Guo, Zijian 12 2020 Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256 Cinelli, Carlos; Hazlett, Chad 10 2020 Testing relevant hypotheses in functional time series via self-normalization. Zbl 07554768 Dette, Holger; Kokot, Kevin; Volgushev, Stanislav 10 2020 Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180 Bolin, David; Wallin, Jonas 9 2020 Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763 Todeschini, Adrien; Miscouridou, Xenia; Caron, François 9 2020 Functional models for time-varying random objects. Zbl 07554756 Dubey, Paromita; Müller, Hans-Georg 8 2020 Robust estimation via robust gradient estimation. Zbl 07554767 Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep 8 2020 Goodness-of-fit testing in high dimensional generalized linear models. Zbl 07554773 Janková, Jana; Shah, Rajen D.; Bühlmann, Peter; Samworth, Richard J. 8 2020 Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761 Yang, Shu; Kim, Jae Kwang; Song, Rui 7 2020 A flexible framework for hypothesis testing in high dimensions. Zbl 07554770 Javanmard, Adel; Lee, Jason D. 7 2020 Robust tests for treatment effect in survival analysis under covariate-adaptive randomization. Zbl 07554793 Ye, Ting; Shao, Jun 7 2020 Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403 Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao 6 2020 Sumca: simple, unified, Monte-Carlo-assisted approach to second-order unbiased mean-squared prediction error estimation. Zbl 07554762 Jiang, Jiming; Torabi, Mahmoud 6 2020 Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772 Rosenblum, Michael; Fang, Ethan X.; Liu, Han 6 2020 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780 Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 6 2020 Robust testing in generalized linear models by sign flipping score contributions. Zbl 07554776 Hemerik, Jesse; Goeman, Jelle J.; Finos, Livio 5 2020 Beta-negative binomial auto-regressions for modelling integer-valued time series with extreme observations. Zbl 07554794 Gorgi, Paolo 5 2020 Sparse principal component analysis via axis-aligned random projections. Zbl 07554757 Gataric, Milana; Wang, Tengyao; Samworth, Richard J. 4 2020 Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding. Zbl 07554758 Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai 4 2020 Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding. Zbl 07554764 Shi, Xu; Miao, Wang; Nelson, Jennifer C.; Tchetgen Tchetgen, Eric J. 4 2020 Quasi-Bayes properties of a procedure for sequential learning in mixture models. Zbl 07554785 Fortini, Sandra; Petrone, Sonia 4 2020 A Bayesian hierarchical model for related densities by using Pólya trees. Zbl 1440.62240 Christensen, Jonathan; Ma, Li 3 2020 Causal mediation analysis for stochastic interventions. Zbl 07554769 Díaz, Iván; Hejazi, Nima S. 3 2020 Superconsistent estimation of points of impact in non-parametric regression with functional predictors. Zbl 07554786 Poß, Dominik; Liebl, Dominik; Kneip, Alois; Eisenbarth, Hedwig; Wager, Tor D.; Barrett, Lisa Feldman 3 2020 Robust inference on population indirect causal effects: the generalized front door criterion. Zbl 1440.62175 Fulcher, Isabel R.; Shpitser, Ilya; Marealle, Stella; Tchetgen Tchetgen, Eric J. 2 2020 Causal isotonic regression. Zbl 07554771 Westling, Ted; Gilbert, Peter; Carone, Marco 2 2020 On bandwidth choice for spatial data density estimation. Zbl 07554775 Jiang, Zhenyu; Ling, Nengxiang; Lu, Zudi; Tjøstheim, Dag; Zhang, Qiang 2 2020 Adaptive designs for optimal observed Fisher information. Zbl 07554783 Lane, Adam 2 2020 Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789 Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O. 2 2020 An information theoretic approach for selecting arms in clinical trials. Zbl 07554790 Mozgunov, Pavel; Jaki, Thomas 2 2020 Modified likelihood root in high dimensions. Zbl 07554795 Tang, Yanbo; Reid, Nancy 2 2020 Multiscale inference and long-run variance estimation in non-parametric regression with time series errors. Zbl 1440.62331 Khismatullina, Marina; Vogt, Michael 1 2020 Inference for two-stage sampling designs. Zbl 07554774 Chauvet, Guillaume; Vallée, Audrey-Anne 1 2020 Reply to the correction by Grover and Kaur: “A new randomized response model”. Zbl 07554777 Singh, Sarjinder 1 2020 ...and 943 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 25,827 Authors 102 Zhu, Lixing 94 Lian, Heng 75 Dette, Holger 70 Lachos Dávila, Víctor Hugo 68 Genton, Marc G. 67 Fan, Jianqing 66 Zhang, Riquan 65 Sun, Liuquan 63 Hall, Peter Gavin 63 Jasra, Ajay 61 Rue, Håvard 60 Walker, Stephen Grahm 58 Roberts, Gareth O. 57 Bühlmann, Peter 56 Dunson, David Brian 56 Li, Runze 52 Balakrishnan, Narayanaswamy 52 Sun, Jianguo 51 Xue, Liugen 50 Müller, Hans-Georg 50 Song, Xinyuan 50 Tang, Niansheng 49 Wang, Qihua 48 Dey, Dipak Kumar 48 Zhu, Hongtu 47 Liang, Hua 46 Arellano-Valle, Reinaldo Boris 46 Ibrahim, Joseph George 46 Lin, Lu 46 Zhou, Yong 46 Zhu, Zhongyi 43 Carroll, Raymond James 43 Yang, Lijian 42 Yao, Weixin 40 Cai, Tony Tony 40 Li, Lexin 40 Munk, Axel 40 Reich, Brian James 39 Li, Gaorong 39 Zhu, Liping 38 Drovandi, Christopher C. 38 Huang, Zhensheng 38 Liu, Yanyan 37 Kneib, Thomas 37 Lin, Tsung I. 37 Tutz, Gerhard E. 37 Zhang, Jun 36 Shang, Han Lin 35 Banerjee, Sudipto 35 Chen, Minghui 35 Gupta, Arjun Kumar 35 Lu, Wenbin 35 Stuart, Andrew M. 34 Quintana, Fernando Andrés 33 Jamalizadeh, Ahad 33 Ma, Shuangge 33 Nott, David John 33 Van Keilegom, Ingrid 33 Wang, Dehui 33 Zeng, Donglin 33 Zhao, Xingqiu 32 Cai, Jianwen 32 Fearnhead, Paul 32 Ghosal, Subhashis 32 Held, Leonhard 32 Lee, Youngjo 32 Liu, Yufeng 32 Molenberghs, Geert 32 Yang, Hu 32 Yin, Xiangrong 31 Girard, Stéphane 31 Hallin, Marc 31 Huang, Jian 31 Müller, Peter 31 Park, Byeong Uk 31 Small, Dylan S. 31 Song, Rui 31 Vannucci, Marina 31 Wasserman, Larry Alan 31 Zhang, Xinsheng 30 Claeskens, Gerda 30 Girolami, Mark A. 30 Louzada, Francisco 30 Qin, Jing 30 You, Jinhong 29 Beskos, Alexandros 29 Cook, Ralph Dennis 29 Mallick, Bani K. 29 Wang, Lei 28 Cancho, Vicente Garibay 28 Koukouvinos, Christos 28 Ma, Yanyuan 28 Mammen, Enno 28 Prünster, Igor 28 Zou, Changliang 27 Bolfarine, Heleno 27 Gijbels, Irène 27 Kauermann, Goran 27 Lin, Huazhen 27 Lin, Jinguan ...and 25,727 more Authors all top 5 Cited in 618 Journals 1,393 Computational Statistics and Data Analysis 860 The Annals of Statistics 817 Biometrics 787 Journal of Multivariate Analysis 747 Journal of Statistical Planning and Inference 712 Journal of the American Statistical Association 674 Communications in Statistics. Theory and Methods 615 Statistics and Computing 612 The Annals of Applied Statistics 583 Electronic Journal of Statistics 567 Journal of Econometrics 541 Journal of Statistical Computation and Simulation 509 Journal of Applied Statistics 477 Communications in Statistics. Simulation and Computation 467 Statistics & Probability Letters 337 Computational Statistics 307 Bernoulli 304 Journal of Computational and Graphical Statistics 275 Statistical Science 269 Scandinavian Journal of Statistics 268 Annals of the Institute of Statistical Mathematics 262 Test 246 Journal of Nonparametric Statistics 219 Statistical Papers 215 The Canadian Journal of Statistics 213 Statistica Sinica 210 Lifetime Data Analysis 199 Journal of Machine Learning Research (JMLR) 196 Bayesian Analysis 191 Journal of the Royal Statistical Society. Series B. Statistical Methodology 183 Journal of Agricultural, Biological, and Environmental Statistics 180 Biometrical Journal 180 Journal of the Korean Statistical Society 170 Statistical Modelling 158 Journal of Time Series Analysis 155 Statistics 142 International Statistical Review 141 Psychometrika 141 Extremes 129 Statistical Methods and Applications 128 SIAM/ASA Journal on Uncertainty Quantification 126 Journal of Computational Physics 121 Metrika 118 European Journal of Operational Research 118 Stochastic Processes and their Applications 113 Econometric Theory 107 Journal of Statistical Theory and Practice 101 Econometric Reviews 98 Machine Learning 95 Computer Methods in Applied Mechanics and Engineering 92 Australian & New Zealand Journal of Statistics 91 Advances in Data Analysis and Classification. ADAC 90 AStA. Advances in Statistical Analysis 88 Quantitative Finance 85 Brazilian Journal of Probability and Statistics 83 Insurance Mathematics & Economics 76 The Annals of Applied Probability 74 Science China. Mathematics 72 Methodology and Computing in Applied Probability 72 Environmetrics 69 Statistical Methodology 68 Statistical Theory and Related Fields 67 Neural Computation 66 Statistica Neerlandica 64 Advances in Applied Probability 64 Information Sciences 64 Journal of Mathematical Psychology 64 Statistical Applications in Genetics and Molecular Biology 63 Journal of Classification 63 Journal of Systems Science and Complexity 61 Journal of Computational and Applied Mathematics 61 SIAM Journal on Scientific Computing 60 Pattern Recognition 57 Mathematical Biosciences 57 Acta Mathematicae Applicatae Sinica. English Series 56 Sankhyā. Series A 55 The American Statistician 54 Journal of the Royal Statistical Society. Series C. Applied Statistics 51 International Journal of Approximate Reasoning 49 Applied and Computational Harmonic Analysis 48 Inverse Problems 48 Economics Letters 47 Automatica 45 Biostatistics 44 Applied Mathematics and Computation 43 Journal of Applied Probability 43 Sankhyā. Series B 41 Mathematical Programming. Series A. Series B 41 Statistical Analysis and Data Mining 40 Japanese Journal of Statistics and Data Science 39 Statistics Surveys 38 Statistical Inference for Stochastic Processes 38 SIAM Journal on Mathematics of Data Science 37 Theoretical Population Biology 37 Annals of Operations Research 36 Computational Optimization and Applications 36 Journal of Business and Economic Statistics 36 Journal of Probability and Statistics 35 Physica A 35 Metron ...and 518 more Journals all top 5 Cited in 56 Fields 20,305 Statistics (62-XX) 3,597 Numerical analysis (65-XX) 2,842 Probability theory and stochastic processes (60-XX) 1,482 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1,180 Biology and other natural sciences (92-XX) 1,161 Computer science (68-XX) 782 Operations research, mathematical programming (90-XX) 295 Information and communication theory, circuits (94-XX) 287 Geophysics (86-XX) 266 Systems theory; control (93-XX) 253 Combinatorics (05-XX) 161 Harmonic analysis on Euclidean spaces (42-XX) 157 Partial differential equations (35-XX) 146 Linear and multilinear algebra; matrix theory (15-XX) 134 Calculus of variations and optimal control; optimization (49-XX) 106 Functional analysis (46-XX) 92 Dynamical systems and ergodic theory (37-XX) 92 Statistical mechanics, structure of matter (82-XX) 83 Mechanics of deformable solids (74-XX) 80 Fluid mechanics (76-XX) 78 Operator theory (47-XX) 76 Quantum theory (81-XX) 60 Ordinary differential equations (34-XX) 54 Approximations and expansions (41-XX) 38 General and overarching topics; collections (00-XX) 29 Astronomy and astrophysics (85-XX) 28 History and biography (01-XX) 25 Differential geometry (53-XX) 23 Convex and discrete geometry (52-XX) 21 Measure and integration (28-XX) 20 Real functions (26-XX) 20 Mechanics of particles and systems (70-XX) 20 Optics, electromagnetic theory (78-XX) 18 Special functions (33-XX) 16 Integral equations (45-XX) 15 Classical thermodynamics, heat transfer (80-XX) 13 Global analysis, analysis on manifolds (58-XX) 13 Relativity and gravitational theory (83-XX) 12 Algebraic geometry (14-XX) 9 Abstract harmonic analysis (43-XX) 7 Algebraic topology (55-XX) 6 Number theory (11-XX) 6 Commutative algebra (13-XX) 6 Integral transforms, operational calculus (44-XX) 6 Geometry (51-XX) 6 General topology (54-XX) 6 Mathematics education (97-XX) 4 Several complex variables and analytic spaces (32-XX) 3 Mathematical logic and foundations (03-XX) 3 Associative rings and algebras (16-XX) 3 Group theory and generalizations (20-XX) 3 Functions of a complex variable (30-XX) 3 Difference and functional equations (39-XX) 3 Manifolds and cell complexes (57-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) Citations by Year