Journal of the Royal Statistical Society. Series B. Statistical Methodology Short Title: J. R. Stat. Soc., Ser. B, Stat. Methodol. Publisher: Wiley (Wiley-Blackwell), Oxford; Royal Statistical Society, London ISSN: 1369-7412; 1467-9868/e Online: http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1467-9868/issueshttp://www.jstor.org/journals/13697412.html/journal.asp?ref=1369-7412 Predecessor: Journal of the Royal Statistical Society. Series B 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 13 Fearnhead, Paul 12 Bühlmann, Peter 12 Robert, Christian P. Robert 11 Chopin, Nicolas 11 Dette, Holger 11 Leng, Chenlei 11 Liu, Han 11 Müller, Hans-Georg 11 Munk, Axel 11 Tibshirani, Robert John 10 Cai, Tony Tony 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 1,883 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 986 Publications have been cited 28,400 times in 19,458 Documents Cited by ▼ Year ▼ Regularization and variable selection via the elastic net. Zbl 1069.62054Zou, Hui; Hastie, Trevor 1,186 2005 Bayesian measures of model complexity and fit (with discussion). Zbl 1067.62010Spiegelhalter, David J.; Best, Nicola G.; Carlin, Bradley P.; van der Linde, Angelika 1,160 2002 Model selection and estimation in regression with grouped variables. Zbl 1141.62030Yuan, Ming; Lin, Yi 929 2006 Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics. (With discussion). Zbl 0983.60028Barndorff-Nielsen, Ole E.; Shephard, Neil 610 2001 Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050Azzalini, A.; Capitanio, A. 527 1999 Sparsity and smoothness via the fused lasso. Zbl 1060.62049Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith 421 2005 Distributions generated by perturbation of symmetry with emphasis on a multivariate skew \(t\)-distribution. Zbl 1065.62094Azzalini, Adelchi; Capitanio, Antonella 406 2003 Bayesian calibration of computer models. (With discussion). Zbl 1007.62021Kennedy, Marc C.; O’Hagan, Anthony 392 2001 Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion). Zbl 1248.62156Rue, Håvard; Martino, Sara; Chopin, Nicolas 372 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 359 2008 An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing 356 2002 Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107Barndorff-Nielsen, Ole E.; Shephard, Neil 350 2002 A direct approach to false discovery rates. Zbl 1090.62073Storey, John D. 332 2002 Sequential Monte Carlo samplers. Zbl 1105.62034Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 288 2006 An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach. Zbl 1274.62360Lindgren, Finn; Rue, Håvard; Lindström, Johan 283 2011 Semiparametric regression for the mean and rate functions of recurrent events. Zbl 1074.62510Lin, D. Y.; Wei, L. J.; Yang, I.; Ying, Z. 238 2000 The group Lasso for logistic regression. Zbl 1400.62276Meier, Lukas; van de Geer, Sara; Bühlmann, Peter 231 2008 Dealing with label switching in mixture models. Zbl 0957.62020Stephens, Matthew 219 2000 Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046Tibshirani, Robert; Walther, Guenther; Hastie, Trevor 204 2001 Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach. Zbl 1061.62110Storey, John D.; Taylor, Jonathan E.; Siegmund, David 196 2004 Probabilistic principal component analysis. Zbl 0924.62068Tipping, Michael E.; Bishop, Christopher M. 180 1999 Gaussian predictive process models for large spatial data sets. Zbl 05563371Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan 171 2008 Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058Booth, James G.; Hobert, James P. 171 1999 Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039Hurvich, Clifford M.; Simonoff, Jeffrey S. 170 1998 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071Girolami, Mark; Calderhead, Ben 166 2011 Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman 162 2010 Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196Zhang, Cun-Hui; Zhang, Stephanie S. 155 2014 Fixed rank Kriging for very large spatial data sets. Zbl 05563351Cressie, Noel; Johannesson, Gardar 155 2008 Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055Zhu, Lixing; Xue, Liugen 152 2006 Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036Wang, Hansheng; Li, Bo; Leng, Chenlei 139 2009 Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060Roberts, Gareth O.; Rosenthal, Jeffrey S. 132 1998 On properties of functional principal components analysis. Zbl 1141.62048Hall, Peter; Hosseini-Nasab, Mohammad 130 2006 Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072Genovese, Christopher; Wasserman, Larry 128 2002 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 126 2010 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 124 2013 Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074Gneiting, Tilmann; Balabdaoui, Fadoua; Raftery, Adrian E. 121 2007 Geometric representation of high dimension, low sample size data. Zbl 1069.62097Hall, Peter; Marron, J. S.; Neeman, Amnon 119 2005 Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (With discussion). Zbl 1100.62079Beskos, Alexandros; Papaspiliopoulos, Omiros; Roberts, Gareth O.; Fearnhead, Paul 116 2006 Generalized linear models with functional predictors. Zbl 1090.62070James, Gareth M. 114 2002 Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006Murphy, S. A. 111 2003 Thin plate regression splines. Zbl 1063.62059Wood, Simon N. 109 2003 A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051Heffernan, Janet E.; Tawn, Jonathan A. 101 2004 Approximating likelihoods for large spatial data sets. Zbl 1062.62094Stein, Michael L.; Chi, Zhiyi; Welty, Leah J. 99 2004 Conformal normal curvature and assessment of local influence. Zbl 0913.62062Poon, Wai-Yin; Poon, Yat Sun 99 1999 Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027Oakley, Jeremy E.; O’Hagen, Anthony 98 2004 Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021Gilks, Walter R.; Berzuini, Carlo 97 2001 Wavelet-based functional mixed models. Zbl 1110.62053Morris, Jeffrey S.; Carroll, Raymond J. 96 2006 A skew extension of the \(t\)-distribution, with applications. Zbl 1063.62013Jones, M. C.; Faddy, M. J. 94 2003 Automatic Bayesian curve fitting. Zbl 0907.62031Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M. 94 1998 Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212Tibshirani, Robert 93 2011 Local influence for incomplete-data models. Zbl 0976.62071Zhu, Hong-Tu; Lee, Sik-Yum 93 2001 Wavelet thresholding via a Bayesian approach. Zbl 0910.62031Abramovich, F.; Sapatinas, T.; Silverman, B. W. 92 1998 Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027Crainiceanu, Ciprian M.; Ruppert, David 88 2004 Missing covariates in generalized linear models when the missing data mechanism is non-ignorable. Zbl 0917.62060Ibrahim, Joseph G.; Lipsitz, Stuart R.; Chen, Ming-Hui 85 1999 Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028Damien, Paul; Wakefield, Jon; Walker, Stephen 85 1999 Adaptive varying-coefficient linear models. Zbl 1063.62054Fan, Jianqing; Yao, Qiwei; Cai, Zongwu 83 2003 Fast sampling of Gaussian Markov random fields. Zbl 0979.62075Rue, Håvard 82 2001 Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036James, Gareth M.; Hastie, Trevor J. 82 2001 A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D. 81 2001 Estimating smooth monotone functions. Zbl 0909.62041Ramsay, J. O. 75 1998 On a mixture autoregressive model. Zbl 0941.62095Wong, Chun Shan; Li, Wai Keung 75 2000 Inference for clusters of extreme values. Zbl 1065.62091Ferro, Christopher A. T.; Segers, Johan 74 2003 Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062Lin, Xihong; Zhang, Daowen 74 1999 Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079Witten, Daniela M.; Tibshirani, Robert 71 2011 Curve registration. Zbl 0909.62033Ramsay, J. O.; Li, Xiaochun 71 1998 Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives. (With discussion). Zbl 0945.62084Durbin, J.; Koopmann, S. J. 70 2000 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101Kai, Bo; Li, Runze; Zou, Hui 67 2010 Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030Dalalyan, Arnak S. 67 2017 Marginal likelihood estimation via power posteriors. Zbl 05563360Friel, N.; Pettitt, A. N. 67 2008 Multivariate Bayesian variable selection and prediction. Zbl 0909.62022Brown, P. J.; Vannucci, M.; Fearn, T. 67 1998 Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089Wood, Simon N. 66 2011 Testing heteroscedasticity in nonparametric regression. Zbl 0909.62035Dette, Holger; Munk, Axel 66 1998 Clustering objects on subsets of attributes. Zbl 1060.62064Friedman, Jerome H.; Meulman, Jacqueline J. 65 2004 Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034Rousseau, Judith; Mengersen, Kerrie 65 2011 Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J. 64 1999 On parametric bootstrap methods for small area prediction. Zbl 1100.62039Hall, Peter; Maiti, Tapabrata 64 2006 Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120Brooks, S. P.; Giudici, P.; Roberts, G. O. 63 2003 Minimum aberration and model robustness for two-level fractional factorial designs. Zbl 0913.62072Cheng, Ching-Shui; Steinberg, David M.; Sun, Don X. 63 1999 On the time to extinction in recurrent epidemics. Zbl 0917.92023Nåsell, Ingemar 63 1999 Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil 63 2005 On the non-negative garrotte estimator. Zbl 1120.62052Yuan, Ming; Lin, Yi 62 2007 Wavelet deconvolution in a periodic setting. Zbl 1046.62039Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique; Raimondo, Marc 62 2004 Bayesian nonparametric inference for random distributions and related functions. (With discussion). Zbl 0983.62027Walker, Stephen G.; Damien, Paul; Laud, Purushottam W.; Smith, Adrian F. M. 61 1999 Nonparametric estimation of the mode of a distribution of random curves. Zbl 0909.62030Gasser, Theo; Hall, Peter; Presnell, Brett 61 1998 Bias-corrected confidence bands in nonparametric regression. Zbl 0909.62043Xia, Yingcun 61 1998 Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036Oakes, David 61 1999 Bayesian clustering and product partition models. Zbl 1065.62115Quintana, Fernando A.; Iglesias, Pilar L. 60 2003 Sparse additive models. Zbl 1411.62107Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 59 2009 Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065Frick, Klaus; Munk, Axel; Sieling, Hannes 58 2014 Estimating the variance in nonparametric regression – what is a reasonable choice? Zbl 0944.62041Dette, Holger; Munk, Axel; Wagner, Thorsten 58 1998 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057Fearnhead, Paul; Prangle, Dennis 57 2012 Dimension reduction for the conditional \(k\)th moment in regression. Zbl 1067.62042Yin, Xiangrong; Cook, R. Dennis 57 2002 A new ranked set sample estimator of variance. Zbl 1067.62032MacEachern, Steven N.; Öztürk, Ömer; Wolfe, Douglas A.; Stark, Gregory V. 56 2002 Bayesian density regression. Zbl 1120.62025Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun 56 2007 Multiple-change-point detection for high dimensional time series via sparsified binary segmentation. Zbl 1414.62356Cho, Haeran; Fryzlewicz, Piotr 55 2015 Finding an unknown number of multivariate outliers. Zbl 1248.62091Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea 55 2009 Consistency of Bernstein polynomial posteriors. Zbl 1015.62033Petrone, Sonia; Wasserman, Larry 55 2002 Semiparametric estimation in general repeated measures problems. Zbl 1141.62026Lin, Xihong; Carroll, Raymond J. 54 2006 Local maximum likelihood estimation and inference. Zbl 0909.62036Fan, Jianqing; Farmen, Mark; Gijbels, Irène 54 1998 Inference in molecular population genetics. (With discussion). Zbl 0962.62107Stephens, Matthew; Donnelly, Peter 54 2000 Gaussian differential privacy. Zbl 07593394Dong, Jinshuo; Roth, Aaron; Su, Weijie J. 1 2022 Usable and precise asymptotics for generalized linear mixed model analysis and design. Zbl 07593404Jiang, Jiming; Wand, Matt P.; Bhaskaran, Aishwarya 1 2022 High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin 1 2022 Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud 1 2022 Synthetic controls with staggered adoption. Zbl 07593415Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse 1 2022 The Barker proposal: combining robustness and efficiency in gradient-based MCMC. Zbl 07593420Livingstone, Samuel; Zanella, Giacomo 1 2022 Finite sample change point inference and identification for high-dimensional mean vectors. Zbl 07555264Yu, Mengjia; Chen, Xiaohui 6 2021 Smoothing splines on Riemannian manifolds, with applications to 3D shape space. Zbl 07555258Kim, Kwang-Rae; Dryden, Ian L.; Le, Huiling; Severn, Katie E. 5 2021 Anchor regression: heterogeneous data meet causality. Zbl 07555263Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas 5 2021 Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256Xia, Dong; Yuan, Ming 3 2021 Covariate powered cross-weighted multiple testing. Zbl 07555275Ignatiadis, Nikolaos; Huber, Wolfgang 3 2021 On identifiability and consistency of the nugget in Gaussian spatial process models. Zbl 07555291Tang, Wenpin; Zhang, Lu; Banerjee, Sudipto 3 2021 GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495Li, Jinzhou; Maathuis, Marloes H. 3 2021 Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo 2 2021 Estimation and clustering in popularity adjusted block model. Zbl 07555266Noroozi, Majid; Rimal, Ramchandra; Pensky, Marianna 2 2021 Isotonic distributional regression. Zbl 07555288Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann 2 2021 Model-assisted analyses of cluster-randomized experiments. Zbl 07555289Su, Fangzhou; Ding, Peng 2 2021 Use of model reparametrization to improve variational Bayes. Zbl 07555255Tan, Linda S. L. 1 2021 Small area estimation with linked data. Zbl 07555257Salvati, N.; Fabrizi, E.; Ranalli, M. G.; Chambers, R. L. 1 2021 Optimal control of false discovery criteria in the two-group model. Zbl 07555259Heller, Ruth; Rosset, Saharon 1 2021 The proximal Robbins-Monro method. Zbl 07555261Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M. 1 2021 Nonparametric density estimation over complicated domains. Zbl 07555268Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M. 1 2021 On optimal rerandomization designs. Zbl 07555270Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten 1 2021 On the optimality of randomization in experimental design: how to randomize for minimax variance and design-based inference. Zbl 07555271Kallus, Nathan 1 2021 Inference on the history of a randomly growing tree. Zbl 07555273Crane, Harry; Xu, Min 1 2021 The confidence interval method for selecting valid instrumental variables. Zbl 07555276Windmeijer, Frank; Liang, Xiaoran; Hartwig, Fernando P.; Bowden, Jack 1 2021 Leveraging the Fisher randomization test using confidence distributions: inference, combination and fusion learning. Zbl 07555277Luo, Xiaokang; Dasgupta, Tirthankar; Xie, Minge; Liu, Regina Y. 1 2021 Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278Lavancier, Frédéric; Le Guével, Ronan 1 2021 Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285Chen, Mingli; Kato, Kengo; Leng, Chenlei 1 2021 Two-sample inference for high-dimensional Markov networks. Zbl 07555287Kim, Byol; Liu, Song; Kolar, Mladen 1 2021 Variable selection with ABC Bayesian forests. Zbl 07555492Liu, Yi; Ročková, Veronika; Wang, Yuexi 1 2021 Estimation of causal quantile effects with a binary instrumental variable and censored data. Zbl 07555496Wei, Bo; Peng, Limin; Zhang, Mei-Jie; Fine, Jason P. 1 2021 Instrument residual estimator for any response variable with endogenous binary treatment. Zbl 07555498Lee, Myoung-Jae 1 2021 The conditional permutation test for independence while controlling for confounders. Zbl 1440.62223Berrett, Thomas B.; Wang, Yi; Barber, Rina Foygel; Samworth, Richard J. 13 2020 Unbiased Markov chain Monte Carlo methods with couplings. Zbl 07554766Jacob, Pierre E.; O’Leary, John; Atchadé, Yves F. 9 2020 Graphical models for extremes. Zbl 07554779Engelke, Sebastian; Hitz, Adrien S. 9 2020 Visualizing the effects of predictor variables in black box supervised learning models. Zbl 07554784Apley, Daniel W.; Zhu, Jingyu 9 2020 Functional models for time-varying random objects. Zbl 07554756Dubey, Paromita; Müller, Hans-Georg 7 2020 Rerandomization and regression adjustment. Zbl 1440.62297Li, Xinran; Ding, Peng 6 2020 Testing relevant hypotheses in functional time series via self-normalization. Zbl 07554768Dette, Holger; Kokot, Kevin; Volgushev, Stanislav 6 2020 Semisupervised inference for explained variance in high dimensional linear regression and its applications. Zbl 07554759Cai, T. Tony; Guo, Zijian 5 2020 Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760Frazier, David T.; Robert, Christian P.; Rousseau, Judith 5 2020 Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256Cinelli, Carlos; Hazlett, Chad 4 2020 Sparse principal component analysis via axis-aligned random projections. Zbl 07554757Gataric, Milana; Wang, Tengyao; Samworth, Richard J. 4 2020 Robust testing in generalized linear models by sign flipping score contributions. Zbl 07554776Hemerik, Jesse; Goeman, Jelle J.; Finos, Livio 4 2020 Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao 3 2020 Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180Bolin, David; Wallin, Jonas 3 2020 Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761Yang, Shu; Kim, Jae Kwang; Song, Rui 3 2020 Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763Todeschini, Adrien; Miscouridou, Xenia; Caron, François 3 2020 Robust estimation via robust gradient estimation. Zbl 07554767Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep 3 2020 A flexible framework for hypothesis testing in high dimensions. Zbl 07554770Javanmard, Adel; Lee, Jason D. 3 2020 Goodness-of-fit testing in high dimensional generalized linear models. Zbl 07554773Janková, Jana; Shah, Rajen D.; Bühlmann, Peter; Samworth, Richard J. 3 2020 Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288Luo, Lan; Song, Peter X.-K. 2 2020 Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding. Zbl 07554758Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai 2 2020 Sumca: simple, unified, Monte-Carlo-assisted approach to second-order unbiased mean-squared prediction error estimation. Zbl 07554762Jiang, Jiming; Torabi, Mahmoud 2 2020 On bandwidth choice for spatial data density estimation. Zbl 07554775Jiang, Zhenyu; Ling, Nengxiang; Lu, Zudi; Tjøstheim, Dag; Zhang, Qiang 2 2020 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 2 2020 Quasi-Bayes properties of a procedure for sequential learning in mixture models. Zbl 07554785Fortini, Sandra; Petrone, Sonia 2 2020 Superconsistent estimation of points of impact in non-parametric regression with functional predictors. Zbl 07554786Poß, Dominik; Liebl, Dominik; Kneip, Alois; Eisenbarth, Hedwig; Wager, Tor D.; Barrett, Lisa Feldman 2 2020 Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O. 2 2020 Robust tests for treatment effect in survival analysis under covariate-adaptive randomization. Zbl 07554793Ye, Ting; Shao, Jun 2 2020 Modified likelihood root in high dimensions. Zbl 07554795Tang, Yanbo; Reid, Nancy 2 2020 Multiscale inference and long-run variance estimation in non-parametric regression with time series errors. Zbl 1440.62331Khismatullina, Marina; Vogt, Michael 1 2020 A Bayesian hierarchical model for related densities by using Pólya trees. Zbl 1440.62240Christensen, Jonathan; Ma, Li 1 2020 Causal isotonic regression. Zbl 07554771Westling, Ted; Gilbert, Peter; Carone, Marco 1 2020 Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772Rosenblum, Michael; Fang, Ethan X.; Liu, Han 1 2020 Adaptive designs for optimal observed Fisher information. Zbl 07554783Lane, Adam 1 2020 An information theoretic approach for selecting arms in clinical trials. Zbl 07554790Mozgunov, Pavel; Jaki, Thomas 1 2020 Beta-negative binomial auto-regressions for modelling integer-valued time series with extreme observations. Zbl 07554794Gorgi, Paolo 1 2020 Narrowest-over-threshold detection of multiple change points and change-point-like features. Zbl 1420.62157Baranowski, Rafal; Chen, Yining; Fryzlewicz, Piotr 25 2019 Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. 16 2019 Covariate-assisted ranking and screening for large-scale two-sample inference. Zbl 1420.62032Cai, T. Tony; Sun, Wenguang; Wang, Weinan 15 2019 Multiple testing with the structure-adaptive Benjamini-Hochberg algorithm. Zbl 1407.62284Li, Ang; Barber, Rina Foygel 14 2019 Deterministic parallel analysis: an improved method for selecting factors and principal components. Zbl 1407.62216Dobriban, Edgar; Owen, Art B. 12 2019 Dynamic shrinkage processes. Zbl 1428.62397Kowal, Daniel R.; Matteson, David S.; Ruppert, David 11 2019 Hypoelliptic diffusions: filtering and inference from complete and partial observations. Zbl 1420.62094Ditlevsen, Susanne; Samson, Adeline 10 2019 Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David 7 2019 High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data. Zbl 1428.62267Cai, T. Tony; Zhang, Linjun 7 2019 Clustering functional data into groups by using projections. Zbl 1420.62270Delaigle, Aurore; Hall, Peter; Pham, Tung 6 2019 On choosing mixture components via non-local priors. Zbl 1429.62243Fúquene, Jairo; Steel, Mark; Rossell, David 6 2019 On the design of experiments with ordered treatments. Zbl 1429.62344Singh, Satya Prakash; Davidov, Ori 6 2019 A general framework for quantile estimation with incomplete data. Zbl 1420.62173Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai 5 2019 Lack-of-fit tests for quantile regression models. Zbl 1420.62323Dong, Chen; Li, Guodong; Feng, Xingdong 5 2019 Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B. 5 2019 Scalable importance tempering and Bayesian variable selection. Zbl 1420.62059Zanella, Giacomo; Roberts, Gareth 4 2019 A general asymptotic framework for distribution-free graph-based two-sample tests. Zbl 1420.62214Bhattacharya, Bhaswar B. 4 2019 Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170Kennedy, Edward H.; Lorch, Scott; Small, Dylan S. 3 2019 Multiple influential point detection in high dimensional regression spaces. Zbl 1420.62301Zhao, Junlong; Liu, Chao; Niu, Lu; Leng, Chenlei 2 2019 Computer model calibration with confidence and consistency. Zbl 1420.62289Plumlee, Matthew 2 2019 Post-selection estimation and testing following aggregate association tests. Zbl 1420.62260Heller, Ruth; Meir, Amit; Chatterjee, Nilanjan 2 2019 Signal classification for the integrative analysis of multiple sequences of large-scale multiple tests. Zbl 1428.62300Xiang, Dongdong; Zhao, Sihai Dave; Cai, T. Tony 2 2019 Tensor graphical Lasso (TeraLasso). Zbl 1429.62309Greenewald, Kristjan; Zhou, Shuheng; Hero, Alfred 2 2019 Moment conditions and Bayesian non-parametrics. Zbl 1407.62041Bornn, Luke; Shephard, Neil; Solgi, Reza 2 2019 Characterization of \(c\)-, \(L\)- and \(\phi_k\)-optimal designs for a class of non-linear multiple-regression models. Zbl 1407.62287Schmidt, Dennis 2 2019 On cross-validation for sparse reduced rank regression. Zbl 1407.62195She, Yiyuan; Tran, Hoang 2 2019 Construction of row-column factorial designs. Zbl 1420.62337Godolphin, J. D. 1 2019 Statistical inference for the population landscape via moment-adjusted stochastic gradients. Zbl 1420.62144Liang, Tengyuan; Su, Weijie J. 1 2019 Robust causal structure learning with some hidden variables. Zbl 1420.62361Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H. 1 2019 Fused density estimation: theory and methods. Zbl 1429.62121Bassett, Robert; Sharpnack, James 1 2019 Non-parametric cure rate estimation under insufficient follow-up by using extremes. Zbl 1429.62128Escobar-Bach, Mikael; Van Keilegom, Ingrid 1 2019 ...and 886 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 22,495 Authors 86 Zhu, Lixing 82 Lian, Heng 70 Dette, Holger 69 Lachos Dávila, Víctor Hugo 63 Hall, Peter Gavin 58 Fan, Jianqing 58 Genton, Marc G. 58 Zhang, Riquan 56 Roberts, Gareth O. 56 Sun, Liuquan 56 Walker, Stephen Grahm 53 Jasra, Ajay 53 Rue, Håvard 51 Dunson, David Brian 50 Bühlmann, Peter 50 Xue, Liugen 49 Balakrishnan, Narayanaswamy 48 Wang, Qihua 46 Dey, Dipak Kumar 45 Ibrahim, Joseph George 45 Sun, Jianguo 44 Liang, Hua 43 Li, Runze 42 Arellano-Valle, Reinaldo Boris 41 Lin, Lu 41 Tang, Niansheng 41 Zhou, Yong 41 Zhu, Hongtu 40 Song, Xinyuan 39 Müller, Hans-Georg 38 Carroll, Raymond James 38 Munk, Axel 38 Yang, Lijian 38 Yao, Weixin 35 Huang, Zhensheng 35 Zhu, Zhongyi 34 Li, Gaorong 34 Lin, Tsung I. 34 Reich, Brian James 34 Zhang, Jun 33 Gupta, Arjun Kumar 33 Jamalizadeh, Ahad 33 Kneib, Thomas 32 Chen, Minghui 32 Molenberghs, Geert 32 Stuart, Andrew M. 31 Held, Leonhard 31 Liu, Yanyan 31 Müller, Peter 31 Quintana, Fernando Andrés 31 Tutz, Gerhard E. 31 Yin, Xiangrong 31 Zhu, Liping 30 Ghosal, Subhashis 30 Park, Byeong Uk 30 Zhao, Xingqiu 29 Banerjee, Sudipto 29 Nott, David John 29 Wang, Dehui 28 Cai, Jianwen 28 Cook, Ralph Dennis 28 Drovandi, Christopher C. 28 Li, Lexin 28 Lu, Wenbin 28 Wasserman, Larry Alan 28 Yang, Hu 27 Beskos, Alexandros 27 Bolfarine, Heleno 27 Cancho, Vicente Garibay 27 Girard, Stéphane 27 Girolami, Mark A. 27 Hallin, Marc 27 Koukouvinos, Christos 27 Lee, Youngjo 27 Louzada, Francisco 27 Mallick, Bani K. 27 Shang, Han Lin 27 Vannucci, Marina 27 You, Jinhong 26 Claeskens, Gerda 26 Fearnhead, Paul 26 Lin, Jinguan 26 Liu, Yufeng 26 Ma, Shuangge 26 Mammen, Enno 26 Nadarajah, Saralees 26 Van Keilegom, Ingrid 26 Zhang, Xinsheng 25 Benth, Fred Espen 25 Farcomeni, Alessio 25 Kauermann, Goran 25 Oja, Hannu 25 Paula, Gilberto A. 25 Shen, Pao-Sheng 25 Zhao, Weihua 24 Gelfand, Alan Enoch 24 Gijbels, Irène 24 Leal de Carvalho Gomes, Maria Ivette 24 Huang, Jian 24 Linton, Oliver Bruce ...and 22,395 more Authors all top 5 Cited in 575 Journals 1,287 Computational Statistics and Data Analysis 784 The Annals of Statistics 695 Journal of Statistical Planning and Inference 681 Journal of Multivariate Analysis 609 Communications in Statistics. Theory and Methods 591 Biometrics 545 The Annals of Applied Statistics 529 Electronic Journal of Statistics 516 Statistics and Computing 510 Journal of the American Statistical Association 501 Journal of Statistical Computation and Simulation 471 Journal of Applied Statistics 461 Journal of Econometrics 432 Statistics & Probability Letters 422 Communications in Statistics. Simulation and Computation 299 Computational Statistics 280 Bernoulli 244 Statistical Science 242 Journal of Computational and Graphical Statistics 240 Scandinavian Journal of Statistics 240 Annals of the Institute of Statistical Mathematics 233 Journal of Nonparametric Statistics 226 Test 200 Lifetime Data Analysis 194 Statistical Papers 186 Journal of the Royal Statistical Society. Series B. Statistical Methodology 168 Statistical Modelling 168 Journal of Agricultural, Biological, and Environmental Statistics 163 The Canadian Journal of Statistics 157 Journal of Machine Learning Research (JMLR) 157 Journal of the Korean Statistical Society 144 Statistics 135 Psychometrika 132 Statistica Sinica 126 Bayesian Analysis 123 Biometrical Journal 123 Extremes 113 Journal of Computational Physics 107 Metrika 106 Statistical Methods and Applications 103 European Journal of Operational Research 102 Stochastic Processes and their Applications 102 Econometric Theory 101 SIAM/ASA Journal on Uncertainty Quantification 95 Journal of Statistical Theory and Practice 92 Econometric Reviews 85 Journal of Time Series Analysis 84 Quantitative Finance 80 Machine Learning 79 Brazilian Journal of Probability and Statistics 79 AStA. Advances in Statistical Analysis 74 Computer Methods in Applied Mechanics and Engineering 74 Insurance Mathematics & Economics 72 The Annals of Applied Probability 71 Advances in Data Analysis and Classification. ADAC 68 Statistical Methodology 66 Neural Computation 64 Science China. Mathematics 62 Advances in Applied Probability 61 Methodology and Computing in Applied Probability 59 Pattern Recognition 58 Journal of Mathematical Psychology 58 Journal of Classification 57 Australian & New Zealand Journal of Statistics 54 Journal of the Royal Statistical Society. Series C. Applied Statistics 52 Acta Mathematicae Applicatae Sinica. English Series 52 Statistical Applications in Genetics and Molecular Biology 51 The American Statistician 51 Journal of Systems Science and Complexity 50 Mathematical Biosciences 50 SIAM Journal on Scientific Computing 49 Journal of Computational and Applied Mathematics 46 Sankhyā. Series A 45 International Journal of Approximate Reasoning 45 Economics Letters 45 Biostatistics 44 Applied and Computational Harmonic Analysis 43 Information Sciences 42 Journal of Applied Probability 41 Applied Mathematics and Computation 41 Statistical Analysis and Data Mining 41 Sankhyā. Series B 40 Automatica 37 Theoretical Population Biology 36 Statistics Surveys 35 Physica A 35 Journal of Probability and Statistics 35 Japanese Journal of Statistics and Data Science 34 Computational & Mathematical Methods in Medicine 33 Metron 32 Annals of Operations Research 32 Mathematical Programming. Series A. Series B 31 Computational Optimization and Applications 31 International Journal of Theoretical and Applied Finance 31 Statistical Inference for Stochastic Processes 29 Applied Mathematical Modelling 29 Mathematical Problems in Engineering 28 Statistical Methods in Medical Research 28 Journal of Theoretical Biology 27 Inverse Problems ...and 475 more Journals all top 5 Cited in 56 Fields 17,211 Statistics (62-XX) 3,331 Numerical analysis (65-XX) 2,508 Probability theory and stochastic processes (60-XX) 1,278 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1,068 Biology and other natural sciences (92-XX) 977 Computer science (68-XX) 657 Operations research, mathematical programming (90-XX) 270 Geophysics (86-XX) 260 Information and communication theory, circuits (94-XX) 218 Combinatorics (05-XX) 216 Systems theory; control (93-XX) 152 Harmonic analysis on Euclidean spaces (42-XX) 121 Partial differential equations (35-XX) 115 Calculus of variations and optimal control; optimization (49-XX) 114 Linear and multilinear algebra; matrix theory (15-XX) 97 Functional analysis (46-XX) 86 Statistical mechanics, structure of matter (82-XX) 80 Dynamical systems and ergodic theory (37-XX) 71 Fluid mechanics (76-XX) 66 Operator theory (47-XX) 66 Mechanics of deformable solids (74-XX) 61 Quantum theory (81-XX) 46 Ordinary differential equations (34-XX) 43 Approximations and expansions (41-XX) 31 General and overarching topics; collections (00-XX) 25 History and biography (01-XX) 25 Astronomy and astrophysics (85-XX) 21 Differential geometry (53-XX) 18 Measure and integration (28-XX) 18 Convex and discrete geometry (52-XX) 16 Special functions (33-XX) 15 Real functions (26-XX) 15 Optics, electromagnetic theory (78-XX) 14 Integral equations (45-XX) 12 Classical thermodynamics, heat transfer (80-XX) 11 Mechanics of particles and systems (70-XX) 10 Algebraic geometry (14-XX) 10 Global analysis, analysis on manifolds (58-XX) 8 Abstract harmonic analysis (43-XX) 8 Relativity and gravitational theory (83-XX) 6 Algebraic topology (55-XX) 6 Mathematics education (97-XX) 5 Number theory (11-XX) 5 Commutative algebra (13-XX) 5 Geometry (51-XX) 4 Several complex variables and analytic spaces (32-XX) 4 Integral transforms, operational calculus (44-XX) 4 General topology (54-XX) 3 Mathematical logic and foundations (03-XX) 3 Associative rings and algebras (16-XX) 3 Difference and functional equations (39-XX) 3 Manifolds and cell complexes (57-XX) 2 Group theory and generalizations (20-XX) 2 Functions of a complex variable (30-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) Citations by Year