## 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: 1,087 Publications (since 1998) References Indexed: 372 Publications with 12,599 References.
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### Latest Issues

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### Authors

 44 Hall, Peter Gavin 16 Roberts, Gareth O. 15 Fan, Jianqing 15 Samworth, Richard J. 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 Yao, Qiwei 7 Fryzlewicz, Piotr 7 Moller, Jesper 7 Nason, Guy P. 7 Shah, Rajen Dinesh 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 Shao, Xiaofeng 6 Tawn, Jonathan A. 6 Titterington, D. Michael 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, 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 Tsai, Chihling 5 Vansteelandt, Stijn 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. 4 Jasra, Ajay 4 Jin, Jiashun 4 Johansen, Adam M. ...and 1,852 more Authors
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### Fields

 1,076 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)

### Citations contained in zbMATH Open

903 Publications have been cited 25,727 times in 18,226 Documents Cited by Year
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
2002
Regularization and variable selection via the elastic net. Zbl 1069.62054
Zou, Hui; Hastie, Trevor
2005
Model selection and estimation in regression with grouped variables. Zbl 1141.62030
Yuan, Ming; Lin, Yi
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
2001
Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050
Azzalini, A.; Capitanio, A.
1999
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
2005
Distributions generated by perturbation of symmetry with emphasis on a multivariate skew $$t$$-distribution. Zbl 1065.62094
2003
Bayesian calibration of computer models. (With discussion). Zbl 1007.62021
Kennedy, Marc C.; O’Hagan, Anthony
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
2009
An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028
Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing
2002
Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107
Barndorff-Nielsen, Ole E.; Shephard, Neil
2002
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
2008
A direct approach to false discovery rates. Zbl 1090.62073
Storey, John D.
2002
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
2006
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
2011
Semiparametric regression for the mean and rate functions of recurrent events. Zbl 1074.62510
Lin, D. Y.; Wei, L. J.; Yang, I.; Ying, Z.
2000
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
2008
Dealing with label switching in mixture models. Zbl 0957.62020
Stephens, Matthew
2000
Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046
Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
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
2004
Probabilistic principal component analysis. Zbl 0924.62068
Tipping, Michael E.; Bishop, Christopher M.
1999
Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039
Hurvich, Clifford M.; Simonoff, Jeffrey S.
1998
Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058
Booth, James G.; Hobert, James P.
1999
Gaussian predictive process models for large spatial data sets. Zbl 05563371
Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan
2008
Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055
Zhu, Lixing; Xue, Liugen
2006
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
2010
Fixed rank Kriging for very large spatial data sets. Zbl 05563351
Cressie, Noel; Johannesson, Gardar
2008
Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196
Zhang, Cun-Hui; Zhang, Stephanie S.
2014
Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036
Wang, Hansheng; Li, Bo; Leng, Chenlei
2009
On properties of functional principal components analysis. Zbl 1141.62048
2006
Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060
Roberts, Gareth O.; Rosenthal, Jeffrey S.
1998
Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072
Genovese, Christopher; Wasserman, Larry
2002
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
2010
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
2013
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
2006
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
2005
Generalized linear models with functional predictors. Zbl 1090.62070
James, Gareth M.
2002
Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074
2007
Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006
Murphy, S. A.
2003
Thin plate regression splines. Zbl 1063.62059
Wood, Simon N.
2003
Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027
Oakley, Jeremy E.; O’Hagen, Anthony
2004
Conformal normal curvature and assessment of local influence. Zbl 0913.62062
Poon, Wai-Yin; Poon, Yat Sun
1999
A skew extension of the $$t$$-distribution, with applications. Zbl 1063.62013
Jones, M. C.; Faddy, M. J.
2003
A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051
Heffernan, Janet E.; Tawn, Jonathan A.
2004
Automatic Bayesian curve fitting. Zbl 0907.62031
Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M.
1998
Wavelet-based functional mixed models. Zbl 1110.62053
Morris, Jeffrey S.; Carroll, Raymond J.
2006
Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021
Gilks, Walter R.; Berzuini, Carlo
2001
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J.
2004
Wavelet thresholding via a Bayesian approach. Zbl 0910.62031
Abramovich, F.; Sapatinas, T.; Silverman, B. W.
1998
Local influence for incomplete-data models. Zbl 0976.62071
Zhu, Hong-Tu; Lee, Sik-Yum
2001
Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027
Crainiceanu, Ciprian M.; Ruppert, David
2004
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
1999
Adaptive varying-coefficient linear models. Zbl 1063.62054
Fan, Jianqing; Yao, Qiwei; Cai, Zongwu
2003
Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028
Damien, Paul; Wakefield, Jon; Walker, Stephen
1999
Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212
Tibshirani, Robert
2011
A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011
Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D.
2001
Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036
James, Gareth M.; Hastie, Trevor J.
2001
Fast sampling of Gaussian Markov random fields. Zbl 0979.62075
Rue, Håvard
2001
On a mixture autoregressive model. Zbl 0941.62095
Wong, Chun Shan; Li, Wai Keung
2000
Estimating smooth monotone functions. Zbl 0909.62041
Ramsay, J. O.
1998
Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062
Lin, Xihong; Zhang, Daowen
1999
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.
2000
Curve registration. Zbl 0909.62033
Ramsay, J. O.; Li, Xiaochun
1998
Inference for clusters of extreme values. Zbl 1065.62091
Ferro, Christopher A. T.; Segers, Johan
2003
Multivariate Bayesian variable selection and prediction. Zbl 0909.62022
Brown, P. J.; Vannucci, M.; Fearn, T.
1998
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
2010
Marginal likelihood estimation via power posteriors. Zbl 05563360
Friel, N.; Pettitt, A. N.
2008
Wavelet deconvolution in a periodic setting. Zbl 1046.62039
Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique; Raimondo, Marc
2004
Testing heteroscedasticity in nonparametric regression. Zbl 0909.62035
Dette, Holger; Munk, Axel
1998
On the time to extinction in recurrent epidemics. Zbl 0917.92023
Nåsell, Ingemar
1999
Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079
Witten, Daniela M.; Tibshirani, Robert
2011
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
2004
Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030
Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J.
1999
On parametric bootstrap methods for small area prediction. Zbl 1100.62039
Hall, Peter; Maiti, Tapabrata
2006
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120
Brooks, S. P.; Giudici, P.; Roberts, G. O.
2003
Bias-corrected confidence bands in nonparametric regression. Zbl 0909.62043
Xia, Yingcun
1998
Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037
Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil
2005
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089
Wood, Simon N.
2011
Bayesian nonparametric inference for random distributions and related functions. (With discussion). Zbl 0983.62027
Walker, Stephen G.; Damien, Paul; Laud, Purushottam W.; Smith, Adrian F. M.
1999
Minimum aberration and model robustness for two-level fractional factorial designs. Zbl 0913.62072
Cheng, Ching-Shui; Steinberg, David M.; Sun, Don X.
1999
On the non-negative garrotte estimator. Zbl 1120.62052
Yuan, Ming; Lin, Yi
2007
Nonparametric estimation of the mode of a distribution of random curves. Zbl 0909.62030
Gasser, Theo; Hall, Peter; Presnell, Brett
1998
Estimating the variance in nonparametric regression – what is a reasonable choice? Zbl 0944.62041
Dette, Holger; Munk, Axel; Wagner, Thorsten
1998
Dimension reduction for the conditional $$k$$th moment in regression. Zbl 1067.62042
Yin, Xiangrong; Cook, R. Dennis
2002
Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034
Rousseau, Judith; Mengersen, Kerrie
2011
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
2017
Bayesian clustering and product partition models. Zbl 1065.62115
Quintana, Fernando A.; Iglesias, Pilar L.
2003
A new ranked set sample estimator of variance. Zbl 1067.62032
MacEachern, Steven N.; Öztürk, Ömer; Wolfe, Douglas A.; Stark, Gregory V.
2002
Consistency of Bernstein polynomial posteriors. Zbl 1015.62033
Petrone, Sonia; Wasserman, Larry
2002
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
2014
Local maximum likelihood estimation and inference. Zbl 0909.62036
Fan, Jianqing; Farmen, Mark; Gijbels, Irène
1998
Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036
Oakes, David
1999
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
2012
Inference in molecular population genetics. (With discussion). Zbl 0962.62107
Stephens, Matthew; Donnelly, Peter
2000
A general method of constructing $$E(s^2)$$-optimal supersaturated designs. Zbl 1040.62064
Butler, Neil A.; Mead, Roger; Eskridge, Kent M.; Gilmour, Steven G.
2001
Finding an unknown number of multivariate outliers. Zbl 1248.62091
Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea
2009
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
2007
Semiparametric estimation in general repeated measures problems. Zbl 1141.62026
Lin, Xihong; Carroll, Raymond J.
2006
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
2009
Use of model reparametrization to improve variational Bayes. Zbl 07555255
Tan, Linda S. L.
2021
The proximal Robbins-Monro method. Zbl 07555261
Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M.
2021
Finite sample change point inference and identification for high-dimensional mean vectors. Zbl 07555264
Yu, Mengjia; Chen, Xiaohui
2021
Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278
Lavancier, Frédéric; Le Guével, Ronan
2021
Isotonic distributional regression. Zbl 07555288
Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann
2021
Variable selection with ABC Bayesian forests. Zbl 07555492
Liu, Yi; Ročková, Veronika; Wang, Yuexi
2021
GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495
Li, Jinzhou; Maathuis, Marloes H.
2021
Instrument residual estimator for any response variable with endogenous binary treatment. Zbl 07555498
Lee, Myoung-Jae
2021
The conditional permutation test for independence while controlling for confounders. Zbl 1440.62223
Berrett, Thomas B.; Wang, Yi; Barber, Rina Foygel; Samworth, Richard J.
2020
Testing relevant hypotheses in functional time series via self-normalization. Zbl 07554768
Dette, Holger; Kokot, Kevin; Volgushev, Stanislav
2020
Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256
2020
Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403
Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao
2020
Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180
Bolin, David; Wallin, Jonas
2020
Rerandomization and regression adjustment. Zbl 1440.62297
Li, Xinran; Ding, Peng
2020
Semisupervised inference for explained variance in high dimensional linear regression and its applications. Zbl 07554759
Cai, T. Tony; Guo, Zijian
2020
Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761
Yang, Shu; Kim, Jae Kwang; Song, Rui
2020
Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763
Todeschini, Adrien; Miscouridou, Xenia; Caron, François
2020
Visualizing the effects of predictor variables in black box supervised learning models. Zbl 07554784
Apley, Daniel W.; Zhu, Jingyu
2020
Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789
2020
An information theoretic approach for selecting arms in clinical trials. Zbl 07554790
Mozgunov, Pavel; Jaki, Thomas
2020
Multiscale inference and long-run variance estimation in non-parametric regression with time series errors. Zbl 1440.62331
Khismatullina, Marina; Vogt, Michael
2020
Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288
Luo, Lan; Song, Peter X.-K.
2020
Narrowest-over-threshold detection of multiple change points and change-point-like features. Zbl 1420.62157
Baranowski, Rafal; Chen, Yining; Fryzlewicz, Piotr
2019
Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
2019
Deterministic parallel analysis: an improved method for selecting factors and principal components. Zbl 1407.62216
Dobriban, Edgar; Owen, Art B.
2019
Dynamic shrinkage processes. Zbl 1428.62397
Kowal, Daniel R.; Matteson, David S.; Ruppert, David
2019
Covariate-assisted ranking and screening for large-scale two-sample inference. Zbl 1420.62032
Cai, T. Tony; Sun, Wenguang; Wang, Weinan
2019
Multiple testing with the structure-adaptive Benjamini-Hochberg algorithm. Zbl 1407.62284
Li, Ang; Barber, Rina Foygel
2019
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
2019
On choosing mixture components via non-local priors. Zbl 1429.62243
Fúquene, Jairo; Steel, Mark; Rossell, David
2019
Clustering functional data into groups by using projections. Zbl 1420.62270
Delaigle, Aurore; Hall, Peter; Pham, Tung
2019
Hypoelliptic diffusions: filtering and inference from complete and partial observations. Zbl 1420.62094
2019
On the design of experiments with ordered treatments. Zbl 1429.62344
Singh, Satya Prakash; Davidov, Ori
2019
A general framework for quantile estimation with incomplete data. Zbl 1420.62173
Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai
2019
High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data. Zbl 1428.62267
Cai, T. Tony; Zhang, Linjun
2019
Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170
Kennedy, Edward H.; Lorch, Scott; Small, Dylan S.
2019
A general asymptotic framework for distribution-free graph-based two-sample tests. Zbl 1420.62214
Bhattacharya, Bhaswar B.
2019
Lack-of-fit tests for quantile regression models. Zbl 1420.62323
Dong, Chen; Li, Guodong; Feng, Xingdong
2019
Characterization of $$c$$-, $$L$$- and $$\phi_k$$-optimal designs for a class of non-linear multiple-regression models. Zbl 1407.62287
Schmidt, Dennis
2019
Scalable importance tempering and Bayesian variable selection. Zbl 1420.62059
Zanella, Giacomo; Roberts, Gareth
2019
Post-selection estimation and testing following aggregate association tests. Zbl 1420.62260
Heller, Ruth; Meir, Amit; Chatterjee, Nilanjan
2019
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172
Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B.
2019
Fused density estimation: theory and methods. Zbl 1429.62121
Bassett, Robert; Sharpnack, James
2019
Non-parametric cure rate estimation under insufficient follow-up by using extremes. Zbl 1429.62128
Escobar-Bach, Mikael; Van Keilegom, Ingrid
2019
Tensor graphical Lasso (TeraLasso). Zbl 1429.62309
Greenewald, Kristjan; Zhou, Shuheng; Hero, Alfred
2019
Moment conditions and Bayesian non-parametrics. Zbl 1407.62041
Bornn, Luke; Shephard, Neil; Solgi, Reza
2019
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
2019
Multiple influential point detection in high dimensional regression spaces. Zbl 1420.62301
Zhao, Junlong; Liu, Chao; Niu, Lu; Leng, Chenlei
2019
Statistical inference for the population landscape via moment-adjusted stochastic gradients. Zbl 1420.62144
Liang, Tengyuan; Su, Weijie J.
2019
Robust causal structure learning with some hidden variables. Zbl 1420.62361
Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H.
2019
Computer model calibration with confidence and consistency. Zbl 1420.62289
Plumlee, Matthew
2019
Signal classification for the integrative analysis of multiple sequences of large-scale multiple tests. Zbl 1428.62300
Xiang, Dongdong; Zhao, Sihai Dave; Cai, T. Tony
2019
Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. Zbl 1398.62335
Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi
2018
High dimensional change point estimation via sparse projection. Zbl 1439.62199
Wang, Tengyao; Samworth, Richard J.
2018
Estimation of tail risk based on extreme expectiles. Zbl 1383.62235
Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles
2018
Inference for empirical Wasserstein distances on finite spaces. Zbl 1380.62121
Sommerfeld, Max; Munk, Axel
2018
Approximate residual balancing: debiased inference of average treatment effects in high dimensions. Zbl 1398.62194
Athey, Susan; Imbens, Guido W.; Wager, Stefan
2018
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
2018
Testing mutual independence in high dimension via distance covariance. Zbl 1398.62151
Yao, Shun; Zhang, Xianyang; Shao, Xiaofeng
2018
The correlated pseudomarginal method. Zbl 1407.62074
Deligiannidis, George; Doucet, Arnaud; Pitt, Michael K.
2018
Detecting and dating structural breaks in functional data without dimension reduction. Zbl 1398.62152
Aue, Alexander; Rice, Gregory; Sönmez, Ozan
2018
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric
2018
Bayesian regression tree ensembles that adapt to smoothness and sparsity. Zbl 1407.62138
Linero, Antonio R.; Yang, Yun
2018
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
2018
Another look at distance-weighted discrimination. Zbl 1380.62028
Wang, Boxiang; Zou, Hui
2018
Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting. Zbl 1398.62114
Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S.
2018
Unified empirical likelihood ratio tests for functional concurrent linear models and the phase transition from sparse to dense functional data. Zbl 1384.62252
Wang, Honglang; Zhong, Ping-Shou; Cui, Yuehua; Li, Yehua
2018
Random networks, graphical models and exchangeability. Zbl 1398.62218
Lauritzen, Steffen; Rinaldo, Alessandro; Sadeghi, Kayvan
2018
False discovery proportion estimation by permutations: confidence for significance analysis of microarrays. Zbl 1380.62232
Hemerik, Jesse; Goeman, Jelle J.
2018
On structure testing for component covariance matrices of a high dimensional mixture. Zbl 06849256
Li, Weiming; Yao, Jianfeng
2018
AdaPT: an interactive procedure for multiple testing with side information. Zbl 1398.62049
Lei, Lihua; Fithian, William
2018
Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212
Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong
2018
A geometric approach to confidence regions and bands for functional parameters. Zbl 1381.62143
Choi, Hyunphil; Reimherr, Matthew
2018
Optimal a priori balance in the design of controlled experiments. Zbl 06840458
Kallus, Nathan
2018
Multiple matrix Gaussian graphs estimation. Zbl 1407.62214
Zhu, Yunzhang; Li, Lexin
2018
Expectation propagation in the large data limit. Zbl 1380.62108
Dehaene, Guillaume; Barthelmé, Simon
2018
Exact Bayesian inference in spatiotemporal Cox processes driven by multivariate Gaussian processes. Zbl 06840461
Gonçalves, Flávio B.; Gamerman, Dani
2018
Matrix variate regressions and envelope models. Zbl 06849260
Ding, Shanshan; Cook, R. Dennis
2018
Hybrid quantile regression estimation for time series models with conditional heteroscedasticity. Zbl 1407.62336
Zheng, Yao; Zhu, Qianqian; Li, Guodong; Xiao, Zhijie
2018
Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects. Zbl 1398.62345
Shi, Chengchun; Song, Rui; Lu, Wenbin; Fu, Bo
2018
Random-walk models of network formation and sequential Monte Carlo methods for graphs. Zbl 1407.62299
Bloem-Reddy, Benjamin; Orbanz, Peter
2018
A block model for node popularity in networks with community structure. Zbl 1458.62166
Sengupta, Srijan; Chen, Yuguo
2018
Semiparametric dynamic max-copula model for multivariate time series. Zbl 06849261
Zhao, Zifeng; Zhang, Zhengjun
2018
Auxiliary gradient-based sampling algorithms. Zbl 1398.62035
Titsias, Michalis K.; Papaspiliopoulos, Omiros
2018
An imputation-regularized optimization algorithm for high dimensional missing data problems and beyond. Zbl 1407.62258
Liang, Faming; Jia, Bochao; Xue, Jingnan; Li, Qizhai; Luo, Ye
2018
Full likelihood inference for abundance from continuous time capture-recapture data. Zbl 1407.62405
Liu, Yang; Liu, Yukun; Li, Pengfei; Qin, Jing
2018
On mitigating the analytical limitations of finely stratified experiments. Zbl 1407.62288
Fogarty, Colin B.
2018
From multiple Gaussian sequences to functional data and beyond: a Stein estimation approach. Zbl 1383.62116
Koudstaal, Mark; Yao, Fang
2018
Testing for marginal linear effects in quantile regression. Zbl 06849262
Wang, Huixia Judy; McKeague, Ian W.; Qian, Min
2018
Bayesian inference for Gaussian graphical models beyond decomposable graphs. Zbl 1398.62063
Khare, Kshitij; Rajaratnam, Bala; Saha, Abhishek
2018
Modelling non-stationary multivariate time series of counts via common factors. Zbl 1398.62251
Wang, Fangfang; Wang, Haonan
2018
Detecting heteroscedasticity in non-parametric regression using weighted empirical processes. Zbl 1407.62130
Chown, Justin; Müller, Ursula U.
2018
Estimated Wold representation and spectral-density-driven bootstrap for time series. Zbl 1398.62236
Krampe, Jonas; Kreiss, Jens-Peter; Paparoditis, Efstathios
2018
Asymptotic properties and information criteria for misspecified generalized linear mixed models. Zbl 1398.62199
Yu, Dalei; Zhang, Xinyu; Yau, Kelvin K. W.
2018
False discovery rate control for high dimensional networks of quantile associations conditioning on covariates. Zbl 1407.62144
Xie, Jichun; Li, Ruosha
2018
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
2017
Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions. Zbl 1414.62178
Fan, Jianqing; Li, Quefeng; Wang, Yuyan
2017
Sparse graphs using exchangeable random measures. Zbl 1381.62072
Caron, François; Fox, Emily B.
2017
Statistical clustering of temporal networks through a dynamic stochastic block model. Zbl 1373.62312
Matias, Catherine; Miele, Vincent
2017
Global envelope tests for spatial processes. Zbl 1414.62404
Myllymäki, Mari; Mrkvička, Tomáš; Grabarnik, Pavel; Seijo, Henri; Hahn, Ute
2017
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### Cited by 20,952 Authors

 85 Zhu, Lixing 78 Lian, Heng 66 Dette, Holger 64 Lachos Dávila, Víctor Hugo 62 Hall, Peter Gavin 56 Sun, Liuquan 55 Walker, Stephen Grahm 54 Fan, Jianqing 54 Zhang, Riquan 53 Genton, Marc G. 53 Roberts, Gareth O. 50 Rue, Håvard 48 Bühlmann, Peter 48 Jasra, Ajay 48 Xue, Liugen 47 Wang, Qihua 46 Dunson, David Brian 45 Balakrishnan, Narayanaswamy 45 Dey, Dipak Kumar 45 Ibrahim, Joseph George 44 Sun, Jianguo 43 Liang, Hua 40 Lin, Lu 40 Tang, Niansheng 40 Zhu, Hongtu 39 Arellano-Valle, Reinaldo Boris 39 Müller, Hans-Georg 38 Li, Runze 38 Song, Xinyuan 38 Yang, Lijian 38 Zhou, Yong 37 Carroll, Raymond James 36 Munk, Axel 35 Huang, Zhensheng 34 Yao, Weixin 33 Gupta, Arjun Kumar 33 Lin, Tsung I. 32 Li, Gaorong 32 Molenberghs, Geert 32 Zhu, Zhongyi 31 Chen, Minghui 31 Jamalizadeh, Ahad 31 Kneib, Thomas 31 Quintana, Fernando Andrés 30 Held, Leonhard 30 Liu, Yanyan 30 Reich, Brian James 30 Tutz, Gerhard E. 30 Yin, Xiangrong 30 Zhu, Liping 29 Ghosal, Subhashis 29 Müller, Peter 29 Stuart, Andrew M. 29 Zhao, Xingqiu 28 Cai, Jianwen 28 Drovandi, Christopher C. 28 Park, Byeong Uk 28 Yang, Hu 27 Banerjee, Sudipto 27 Cook, Ralph Dennis 27 Lee, Youngjo 27 Louzada, Francisco 27 Mallick, Bani K. 27 Nott, David John 27 You, Jinhong 26 Bolfarine, Heleno 26 Cancho, Vicente Garibay 26 Claeskens, Gerda 26 Girard, Stéphane 26 Kauermann, Goran 26 Koukouvinos, Christos 26 Li, Lexin 26 Lin, Jinguan 26 Wang, Dehui 26 Wasserman, Larry Alan 25 Benth, Fred Espen 25 Farcomeni, Alessio 25 Lu, Wenbin 25 Mammen, Enno 25 Nadarajah, Saralees 25 Oja, Hannu 25 Vannucci, Marina 25 Zhang, Xinsheng 24 Fearnhead, Paul 24 Girolami, Mark A. 24 Hallin, Marc 24 Huang, Jian 24 Liu, Yufeng 24 Ma, Shuangge 24 Paula, Gilberto A. 24 Pettitt, Anthony N. 24 Shang, Han Lin 24 Shen, Pao-Sheng 23 Czado, Claudia 23 Doucet, Arnaud 23 Gelfand, Alan Enoch 23 Leal de Carvalho Gomes, Maria Ivette 23 Peng, Liang 23 Pensky, Marianna 23 Ruppert, David ...and 20,852 more Authors
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### Cited in 558 Journals

 1,270 Computational Statistics and Data Analysis 740 The Annals of Statistics 687 Journal of Statistical Planning and Inference 643 Journal of Multivariate Analysis 591 Biometrics 576 Communications in Statistics. Theory and Methods 495 The Annals of Applied Statistics 479 Electronic Journal of Statistics 474 Statistics and Computing 467 Journal of Statistical Computation and Simulation 443 Journal of Applied Statistics 436 Journal of Econometrics 415 Statistics & Probability Letters 406 Journal of the American Statistical Association 382 Communications in Statistics. Simulation and Computation 289 Computational Statistics 258 Bernoulli 240 Scandinavian Journal of Statistics 239 Statistical Science 231 Annals of the Institute of Statistical Mathematics 221 Journal of Nonparametric Statistics 218 Test 200 Journal of Computational and Graphical Statistics 198 Lifetime Data Analysis 186 Journal of the Royal Statistical Society. Series B. Statistical Methodology 183 Statistical Papers 168 Statistical Modelling 163 The Canadian Journal of Statistics 149 Journal of the Korean Statistical Society 146 Journal of Agricultural, Biological, and Environmental Statistics 136 Statistics 128 Psychometrika 126 Bayesian Analysis 123 Biometrical Journal 119 Extremes 115 Journal of Machine Learning Research (JMLR) 104 Statistica Sinica 103 Metrika 100 Stochastic Processes and their Applications 98 European Journal of Operational Research 95 Journal of Computational Physics 94 Econometric Theory 94 Statistical Methods and Applications 93 Journal of Statistical Theory and Practice 90 SIAM/ASA Journal on Uncertainty Quantification 87 Econometric Reviews 85 Journal of Time Series Analysis 81 Quantitative Finance 78 Machine Learning 77 AStA. Advances in Statistical Analysis 69 Insurance Mathematics & Economics 69 Brazilian Journal of Probability and Statistics 68 Statistical Methodology 67 Advances in Data Analysis and Classification. ADAC 65 Computer Methods in Applied Mechanics and Engineering 65 Neural Computation 64 The Annals of Applied Probability 61 Methodology and Computing in Applied Probability 61 Science China. Mathematics 59 Pattern Recognition 58 Advances in Applied Probability 57 Australian & New Zealand Journal of Statistics 55 Journal of Mathematical Psychology 54 Journal of Classification 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 50 Mathematical Biosciences 49 SIAM Journal on Scientific Computing 49 Journal of Systems Science and Complexity 45 Journal of Computational and Applied Mathematics 45 Biostatistics 43 Information Sciences 42 Journal of Applied Probability 42 Economics Letters 41 Applied and Computational Harmonic Analysis 41 Statistical Analysis and Data Mining 41 Sankhyā. Series A 40 International Journal of Approximate Reasoning 39 Automatica 38 Sankhyā. Series B 37 Theoretical Population Biology 36 Applied Mathematics and Computation 34 Statistics Surveys 33 Physica A 33 Computational & Mathematical Methods in Medicine 32 Metron 32 Journal of Probability and Statistics 31 Mathematical Programming. Series A. Series B 31 International Journal of Theoretical and Applied Finance 31 Japanese Journal of Statistics and Data Science 30 Statistical Inference for Stochastic Processes 29 Mathematical Problems in Engineering 28 Annals of Operations Research 28 Computational Optimization and Applications 28 Statistical Methods in Medical Research 28 Journal of Theoretical Biology 27 The Econometrics Journal 27 Acta Mathematica Sinica. English Series 26 Inverse Problems ...and 458 more Journals
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### Cited in 56 Fields

 16,007 Statistics (62-XX) 3,416 Numerical analysis (65-XX) 2,353 Probability theory and stochastic processes (60-XX) 1,178 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1,022 Biology and other natural sciences (92-XX) 851 Computer science (68-XX) 600 Operations research, mathematical programming (90-XX) 253 Geophysics (86-XX) 234 Information and communication theory, circuits (94-XX) 209 Systems theory; control (93-XX) 199 Combinatorics (05-XX) 146 Harmonic analysis on Euclidean spaces (42-XX) 114 Partial differential equations (35-XX) 102 Linear and multilinear algebra; matrix theory (15-XX) 102 Calculus of variations and optimal control; optimization (49-XX) 95 Functional analysis (46-XX) 86 Statistical mechanics, structure of matter (82-XX) 72 Dynamical systems and ergodic theory (37-XX) 66 Fluid mechanics (76-XX) 64 Operator theory (47-XX) 60 Mechanics of deformable solids (74-XX) 57 Quantum theory (81-XX) 43 Approximations and expansions (41-XX) 39 Ordinary differential equations (34-XX) 33 General and overarching topics; collections (00-XX) 25 History and biography (01-XX) 22 Astronomy and astrophysics (85-XX) 19 Measure and integration (28-XX) 19 Differential geometry (53-XX) 17 Real functions (26-XX) 16 Special functions (33-XX) 14 Convex and discrete geometry (52-XX) 14 Optics, electromagnetic theory (78-XX) 12 Integral equations (45-XX) 12 Classical thermodynamics, heat transfer (80-XX) 11 Global analysis, analysis on manifolds (58-XX) 10 Mechanics of particles and systems (70-XX) 8 Abstract harmonic analysis (43-XX) 6 Algebraic geometry (14-XX) 6 General topology (54-XX) 6 Algebraic topology (55-XX) 5 Geometry (51-XX) 5 Relativity and gravitational theory (83-XX) 5 Mathematics education (97-XX) 4 Mathematical logic and foundations (03-XX) 4 Number theory (11-XX) 4 Commutative algebra (13-XX) 4 Difference and functional equations (39-XX) 4 Integral transforms, operational calculus (44-XX) 3 Associative rings and algebras (16-XX) 3 Several complex variables and analytic spaces (32-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)