×

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/issue
https://rss.onlinelibrary.wiley.com/loi/14679868
https://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, Tianwen
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 1,889 more Authors

Publications by Year

Citations contained in zbMATH Open

1,057 Publications have been cited 37,837 times in 24,741 Documents Cited by Year
Regularization and variable selection via the elastic net. Zbl 1069.62054
Zou, Hui; Hastie, Trevor
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
2002
Model selection and estimation in regression with grouped variables. Zbl 1141.62030
Yuan, Ming; Lin, Yi
2006
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
662
2008
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
659
2001
Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050
Azzalini, A.; Capitanio, A.
586
1999
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
532
2005
Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion). Zbl 1248.62156
Rue, Håvard; Martino, Sara; Chopin, Nicolas
495
2009
Bayesian calibration of computer models. (With discussion). Zbl 1007.62021
Kennedy, Marc C.; O’Hagan, Anthony
485
2001
Distributions generated by perturbation of symmetry with emphasis on a multivariate skew \(t\)-distribution. Zbl 1065.62094
Azzalini, Adelchi; Capitanio, Antonella
446
2003
An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028
Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing
409
2002
Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107
Barndorff-Nielsen, Ole E.; Shephard, Neil
408
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
385
2011
A direct approach to false discovery rates. Zbl 1090.62073
Storey, John D.
370
2002
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
345
2006
Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196
Zhang, Cun-Hui; Zhang, Stephanie S.
296
2014
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
293
2010
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
288
2011
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
277
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.
272
2000
Dealing with label switching in mixture models. Zbl 0957.62020
Stephens, Matthew
249
2000
Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046
Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
246
2001
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
241
2010
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
228
2013
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
225
2004
Gaussian predictive process models for large spatial data sets. Zbl 1533.62065
Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan
221
2008
Probabilistic principal component analysis. Zbl 0924.62068
Tipping, Michael E.; Bishop, Christopher M.
213
1999
Fixed rank Kriging for very large spatial data sets. Zbl 05563351
Cressie, Noel; Johannesson, Gardar
205
2008
Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039
Hurvich, Clifford M.; Simonoff, Jeffrey S.
185
1998
Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058
Booth, James G.; Hobert, James P.
182
1999
Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006
Murphy, S. A.
175
2003
Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036
Wang, Hansheng; Li, Bo; Leng, Chenlei
174
2009
Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055
Zhu, Lixing; Xue, Liugen
165
2006
On properties of functional principal components analysis. Zbl 1141.62048
Hall, Peter; Hosseini-Nasab, Mohammad
162
2006
Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060
Roberts, Gareth O.; Rosenthal, Jeffrey S.
158
1998
Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212
Tibshirani, Robert
153
2011
Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074
Gneiting, Tilmann; Balabdaoui, Fadoua; Raftery, Adrian E.
153
2007
Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072
Genovese, Christopher; Wasserman, Larry
144
2002
Thin plate regression splines. Zbl 1063.62059
Wood, Simon N.
140
2003
Generalized linear models with functional predictors. Zbl 1090.62070
James, Gareth M.
135
2002
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
132
2005
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
132
2006
The joint graphical lasso for inverse covariance estimation across multiple classes. Zbl 07555455
Danaher, Patrick; Wang, Pei; Witten, Daniela M.
126
2014
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J.
123
2004
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089
Wood, Simon N.
122
2011
Parameter estimation for differential equations: a generalized smoothing approach. Zbl 07555374
Ramsay, J. O.; Hooker, G.; Campbell, D.; Cao, J.
121
2007
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
121
2009
A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051
Heffernan, Janet E.; Tawn, Jonathan A.
118
2004
Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027
Oakley, Jeremy E.; O’Hagen, Anthony
118
2004
Wavelet-based functional mixed models. Zbl 1110.62053
Morris, Jeffrey S.; Carroll, Raymond J.
117
2006
Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. Zbl 1398.62335
Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi
113
2018
Two-sample test of high dimensional means under dependence. Zbl 07555454
Cai, T. Tony; Liu, Weidong; Xia, Yin
110
2014
Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021
Gilks, Walter R.; Berzuini, Carlo
109
2001
Conformal normal curvature and assessment of local influence. Zbl 0913.62062
Poon, Wai-Yin; Poon, Yat Sun
107
1999
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
107
2012
Automatic Bayesian curve fitting. Zbl 0907.62031
Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M.
103
1998
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
103
2010
Local influence for incomplete-data models. Zbl 0976.62071
Zhu, Hong-Tu; Lee, Sik-Yum
102
2001
Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027
Crainiceanu, Ciprian M.; Ruppert, David
102
2004
Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036
James, Gareth M.; Hastie, Trevor J.
101
2001
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
100
2014
A skew extension of the \(t\)-distribution, with applications. Zbl 1063.62013
Jones, M. C.; Faddy, M. J.
100
2003
Wavelet thresholding via a Bayesian approach. Zbl 0910.62031
Abramovich, F.; Sapatinas, T.; Silverman, B. W.
97
1998
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
97
2017
A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011
Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D.
96
2001
Adaptive varying-coefficient linear models. Zbl 1063.62054
Fan, Jianqing; Yao, Qiwei; Cai, Zongwu
95
2003
Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028
Damien, Paul; Wakefield, Jon; Walker, Stephen
93
1999
On a mixture autoregressive model. Zbl 0941.62095
Wong, Chun Shan; Li, Wai Keung
92
2000
Multiple-change-point detection for high dimensional time series via sparsified binary segmentation. Zbl 1414.62356
Cho, Haeran; Fryzlewicz, Piotr
92
2015
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
91
1999
Tuning parameter selection in high dimensional penalized likelihood. Zbl 1411.62216
Fan, Yingying; Tang, Cheng Yong
90
2013
Fast sampling of Gaussian Markov random fields. Zbl 0979.62075
Rue, Håvard
89
2001
Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079
Witten, Daniela M.; Tibshirani, Robert
88
2011
Estimating smooth monotone functions. Zbl 0909.62041
Ramsay, J. O.
84
1998
Maximum likelihood estimation in semiparametric regression models with censored data. Zbl 07555364
Zeng, D.; Lin, D. Y.
83
2007
Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062
Lin, Xihong; Zhang, Daowen
83
1999
Inference for clusters of extreme values. Zbl 1065.62091
Ferro, Christopher A. T.; Segers, Johan
83
2003
\(L_1\)-regularization path algorithm for generalized linear models. Zbl 07555370
Park, Mee Young; Hastie, Trevor
81
2007
Multivariate Bayesian variable selection and prediction. Zbl 0909.62022
Brown, P. J.; Vannucci, M.; Fearn, T.
79
1998
Regression coefficient and autoregressive order shrinkage and selection via the Lasso. Zbl 07555350
Wang, Hansheng; Li, Guodong; Tsai, Chih-Ling
78
2007
Curve registration. Zbl 0909.62033
Ramsay, J. O.; Li, Xiaochun
78
1998
On parametric bootstrap methods for small area prediction. Zbl 1100.62039
Hall, Peter; Maiti, Tapabrata
78
2006
A scalable bootstrap for massive data. Zbl 07555464
Kleiner, Ariel; Talwalkar, Ameet; Sarkar, Purnamrita; Jordan, Michael I.
77
2014
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.
77
2000
Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034
Rousseau, Judith; Mengersen, Kerrie
77
2011
Marginal likelihood estimation via power posteriors. Zbl 05563360
Friel, N.; Pettitt, A. N.
76
2008
\(\mathrm{SMC}^2\): an efficient algorithm for sequential analysis of state space models. Zbl 1411.62242
Chopin, N.; Jacob, P. E.; Papaspiliopoulos, O.
76
2013
Covariate balancing propensity score. Zbl 1411.62025
Imai, Kosuke; Ratkovic, Marc
76
2014
On the non-negative garrotte estimator. Zbl 1120.62052
Yuan, Ming; Lin, Yi
76
2007
Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030
Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J.
74
1999
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
74
2004
Variance estimation using refitted cross-validation in ultrahigh dimensional regression. Zbl 1411.62199
Fan, Jianqing; Guo, Shaojun; Hao, Ning
73
2012
A general framework for updating belief distributions. Zbl 1414.62039
Bissiri, P. G.; Holmes, C. C.; Walker, S. G.
73
2016
Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036
Oakes, David
72
1999
Sparse partial least squares regression for simultaneous dimension reduction and variable selection. Zbl 1411.62184
Chun, Hyonho; Keleş, Sündüz
72
2010
Estimation of the mean of functional time series and a two-sample problem. Zbl 07555440
Horváth, Lajos; Kokoszka, Piotr; Reeder, Ron
71
2013
On the time to extinction in recurrent epidemics. Zbl 0917.92023
Nåsell, Ingemar
71
1999
Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions. Zbl 1414.62178
Fan, Jianqing; Li, Quefeng; Wang, Yuyan
70
2017
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120
Brooks, S. P.; Giudici, P.; Roberts, G. O.
70
2003
Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037
Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil
70
2005
Transfer learning for high-dimensional linear regression: prediction, estimation and minimax optimality. Zbl 07593407
Li, Sai; Cai, T. Tony; Li, Hongzhe
11
2022
Gaussian differential privacy. Zbl 07593394
Dong, Jinshuo; Roth, Aaron; Su, Weijie J.
7
2022
High-dimensional, multiscale online changepoint detection. Zbl 07593410
Chen, Yudong; Wang, Tengyao; Samworth, Richard J.
6
2022
Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414
Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud
6
2022
Modelling the COVID-19 infection trajectory: a piecewise linear quantile trend model. Zbl 07686592
Jiang, Feiyu; Zhao, Zifeng; Shao, Xiaofeng
5
2022
High-dimensional principal component analysis with heterogeneous missingness. Zbl 07686605
Zhu, Ziwei; Wang, Tengyao; Samworth, Richard J.
5
2022
Structure learning for extremal tree models. Zbl 07686607
Engelke, Sebastian; Volgushev, Stanislav
5
2022
Synthetic controls with staggered adoption. Zbl 07593415
Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse
5
2022
Graph based Gaussian processes on restricted domains. Zbl 07593417
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
5
2022
SIMPLE: statistical inference on membership profiles in large networks. Zbl 07593425
Fan, Jianqing; Fan, Yingying; Han, Xiao; Lv, Jinchi
5
2022
High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409
Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin
4
2022
Conditional independence testing in Hilbert spaces with applications to functional data analysis. Zbl 07686600
Lundborg, Anton Rask; Shah, Rajen D.; Peters, Jonas
3
2022
Linear regression and its inference on noisy network-linked data. Zbl 07686601
Le, Can M.; Li, Tianxi
3
2022
Waste-free sequential Monte Carlo. Zbl 07593406
Dau, Hai-Dang; Chopin, Nicolas
3
2022
A graph-theoretic approach to randomization tests of causal effects under general interference. Zbl 07593408
Puelz, David; Basse, Guillaume; Feller, Avi; Toulis, Panos
3
2022
Gaussian prepivoting for finite population causal inference. Zbl 07593413
Cohen, Peter L.; Fogarty, Colin B.
3
2022
General Bayesian loss function selection and the use of improper models. Zbl 07686594
Jewson, Jack; Rossell, David
2
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
2
2022
Selective inference for effect modification via the lasso. Zbl 07593416
Zhao, Qingyuan; Small, Dylan S.; Ertefaie, Ashkan
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
Segmenting time series via self-normalisation. Zbl 07686596
Zhao, Zifeng; Jiang, Feiyu; Shao, Xiaofeng
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
ZAP: \(z\)-value adaptive procedures for false discovery rate control with side information. Zbl 07686602
Leung, Dennis; Sun, Wenguang
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
Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment-free effect models. Zbl 07593418
Mo, Weibin; Liu, Yufeng
1
2022
A kernel-expanded stochastic neural network. Zbl 07593422
Sun, Yan; Liang, Faming
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
14
2021
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
11
2021
Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260
Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo
8
2021
Isotonic distributional regression. Zbl 07555288
Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann
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
Covariate powered cross-weighted multiple testing. Zbl 07555275
Ignatiadis, Nikolaos; Huber, Wolfgang
7
2021
GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495
Li, Jinzhou; Maathuis, Marloes H.
7
2021
Use of model reparametrization to improve variational Bayes. Zbl 07555255
Tan, Linda S. L.
6
2021
Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256
Xia, Dong; Yuan, Ming
6
2021
Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285
Chen, Mingli; Kato, Kengo; Leng, Chenlei
6
2021
Model-assisted analyses of cluster-randomized experiments. Zbl 07555289
Su, Fangzhou; Ding, Peng
5
2021
Variable selection with ABC Bayesian forests. Zbl 07555492
Liu, Yi; Ročková, Veronika; Wang, Yuexi
5
2021
Optimal control of false discovery criteria in the two-group model. Zbl 07555259
Heller, Ruth; Rosset, Saharon
4
2021
On optimal rerandomization designs. Zbl 07555270
Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten
4
2021
The proximal Robbins-Monro method. Zbl 07555261
Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M.
3
2021
Estimation and clustering in popularity adjusted block model. Zbl 07555266
Noroozi, Majid; Rimal, Ramchandra; Pensky, Marianna
3
2021
Nonparametric density estimation over complicated domains. Zbl 07555268
Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M.
3
2021
Optimal statistical inference for individualized treatment effects in high-dimensional models. Zbl 07555274
Cai, Tianxi; Cai, T. Tony; Guo, Zijian
3
2021
Conformal inference of counterfactuals and individual treatment effects. Zbl 07555286
Lei, Lihua; Candès, Emmanuel J.
3
2021
Two-sample inference for high-dimensional Markov networks. Zbl 07555287
Kim, Byol; Liu, Song; Kolar, Mladen
3
2021
On identifiability and consistency of the nugget in Gaussian spatial process models. Zbl 07555291
Tang, Wenpin; Zhang, Lu; Banerjee, Sudipto
3
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
Small area estimation with linked data. Zbl 07555257
Salvati, N.; Fabrizi, E.; Ranalli, M. G.; Chambers, R. L.
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
Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278
Lavancier, Frédéric; Le Guével, Ronan
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
Estimating optimal treatment rules with an instrumental variable: a partial identification learning approach. Zbl 07555267
Pu, Hongming; Zhang, Bo
1
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
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
Prior sample size extensions for assessing prior impact and prior-likelihood discordance. Zbl 07555490
Reimherr, Matthew; Meng, Xiao-Li; Nicolae, Dan L.
1
2021
Valid and approximately valid confidence intervals for current status data. Zbl 07555491
Kim, Sungwook; Fay, Michael P.; Proschan, Michael A.
1
2021
AMF: aggregated Mondrian forests for online learning. Zbl 07555494
Mourtada, Jaouad; Gaïffas, Stéphane; Scornet, Erwan
1
2021
Unbiased Markov chain Monte Carlo methods with couplings. Zbl 07554766
Jacob, Pierre E.; O’Leary, John; Atchadé, Yves F.
26
2020
Graphical models for extremes. Zbl 07554779
Engelke, Sebastian; Hitz, Adrien S.
25
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.
19
2020
Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760
Frazier, David T.; Robert, Christian P.; Rousseau, Judith
18
2020
Rerandomization and regression adjustment. Zbl 1440.62297
Li, Xinran; Ding, Peng
18
2020
Semisupervised inference for explained variance in high dimensional linear regression and its applications. Zbl 07554759
Cai, T. Tony; Guo, Zijian
15
2020
Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288
Luo, Lan; Song, Peter X.-K.
15
2020
Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256
Cinelli, Carlos; Hazlett, Chad
14
2020
Robust estimation via robust gradient estimation. Zbl 07554767
Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep
13
2020
Testing relevant hypotheses in functional time series via self-normalization. Zbl 07554768
Dette, Holger; Kokot, Kevin; Volgushev, Stanislav
13
2020
Functional models for time-varying random objects. Zbl 07554756
Dubey, Paromita; Müller, Hans-Georg
12
2020
Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761
Yang, Shu; Kim, Jae Kwang; Song, Rui
10
2020
Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763
Todeschini, Adrien; Miscouridou, Xenia; Caron, François
10
2020
Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180
Bolin, David; Wallin, Jonas
10
2020
Robust tests for treatment effect in survival analysis under covariate-adaptive randomization. Zbl 07554793
Ye, Ting; Shao, Jun
9
2020
Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403
Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao
9
2020
A flexible framework for hypothesis testing in high dimensions. Zbl 07554770
Javanmard, Adel; Lee, Jason D.
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
Sumca: simple, unified, Monte-Carlo-assisted approach to second-order unbiased mean-squared prediction error estimation. Zbl 07554762
Jiang, Jiming; Torabi, Mahmoud
7
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.
7
2020
Beta-negative binomial auto-regressions for modelling integer-valued time series with extreme observations. Zbl 07554794
Gorgi, Paolo
7
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
Robust testing in generalized linear models by sign flipping score contributions. Zbl 07554776
Hemerik, Jesse; Goeman, Jelle J.; Finos, Livio
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
Sparse principal component analysis via axis-aligned random projections. Zbl 07554757
Gataric, Milana; Wang, Tengyao; Samworth, Richard J.
5
2020
A Bayesian hierarchical model for related densities by using Pólya trees. Zbl 1440.62240
Christensen, Jonathan; Ma, Li
5
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
Causal mediation analysis for stochastic interventions. Zbl 07554769
Díaz, Iván; Hejazi, Nima S.
4
2020
Quasi-Bayes properties of a procedure for sequential learning in mixture models. Zbl 07554785
Fortini, Sandra; Petrone, Sonia
4
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
4
2020
Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789
Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O.
4
2020
An information theoretic approach for selecting arms in clinical trials. Zbl 07554790
Mozgunov, Pavel; Jaki, Thomas
4
2020
...and 957 more Documents
all top 5

Cited by 27,525 Authors

112 Zhu, Lixing
100 Lian, Heng
83 Dette, Holger
78 Genton, Marc G.
72 Lachos Dávila, Víctor Hugo
69 Fan, Jianqing
69 Sun, Liuquan
68 Zhang, Riquan
66 Jasra, Ajay
66 Rue, Håvard
62 Hall, Peter Gavin
62 Walker, Stephen Grahm
60 Li, Runze
59 Roberts, Gareth O.
59 Zhu, Hongtu
57 Bühlmann, Peter
55 Dunson, David Brian
54 Sun, Jianguo
53 Müller, Hans-Georg
53 Song, Xinyuan
53 Tang, Niansheng
53 Wang, Qihua
51 Balakrishnan, Narayanaswamy
51 Dey, Dipak Kumar
49 Arellano-Valle, Reinaldo Boris
49 Carroll, Raymond James
48 Ibrahim, Joseph George
48 Xue, Liugen
47 Liang, Hua
47 Zhou, Yong
47 Zhu, Zhongyi
46 Lin, Lu
45 Cai, Tianwen
45 Yao, Weixin
44 Reich, Brian James
43 Liu, Yanyan
43 Yang, Lijian
42 Li, Lexin
42 Munk, Axel
42 Zhu, Liping
41 Kneib, Thomas
40 Drovandi, Christopher C.
40 Li, Gaorong
40 Van Keilegom, Ingrid
40 Zeng, Donglin
39 Liu, Yufeng
39 Ma, Shuangge
39 Song, Rui
39 Tutz, Gerhard E.
38 Lu, Wenbin
38 Zhang, Jun
37 Huang, Zhensheng
37 Lin, Tsung I.
37 Nott, David John
37 Shang, Han Lin
36 Banerjee, Sudipto
36 Chen, Minghui
36 Müller, Peter
35 Cai, Jianwen
35 Gupta, Arjun Kumar
35 Huang, Jian
35 Quintana, Fernando Andrés
35 Small, Dylan S.
35 Stuart, Andrew M.
34 Ghosal, Subhashis
34 Held, Leonhard
34 Lee, Youngjo
34 Qin, Jing
34 Vannucci, Marina
34 You, Jinhong
34 Zhang, Xinsheng
33 Fearnhead, Paul
33 Girard, Stéphane
33 Girolami, Mark A.
33 Jamalizadeh, Ahad
33 Ma, Yanyuan
33 Molenberghs, Geert
33 Wang, Dehui
32 Claeskens, Gerda
32 Hallin, Marc
32 Louzada, Francisco
32 Mallick, Bani K.
32 Wasserman, Larry Alan
32 Yang, Hu
32 Yin, Xiangrong
31 Beskos, Alexandros
31 Cook, Ralph Dennis
31 Kokoszka, Piotr S.
31 Park, Byeong Uk
31 Prünster, Igor
31 Wang, Lei
31 Zhao, Xingqiu
31 Zou, Changliang
30 Gijbels, Irène
30 Li, Yi
30 Lin, Huazhen
30 Robert, Christian P.
29 Guan, Yongtao
29 Mateu, Jorge
29 Nadarajah, Saralees
...and 27,425 more Authors
all top 5

Cited in 632 Journals

1,505 Computational Statistics and Data Analysis
971 Biometrics
888 The Annals of Statistics
819 Journal of Multivariate Analysis
761 Journal of the American Statistical Association
761 Journal of Statistical Planning and Inference
664 Communications in Statistics. Theory and Methods
661 The Annals of Applied Statistics
643 Statistics and Computing
617 Electronic Journal of Statistics
583 Journal of Econometrics
548 Journal of Statistical Computation and Simulation
530 Journal of Applied Statistics
480 Statistics & Probability Letters
474 Communications in Statistics. Simulation and Computation
424 Scandinavian Journal of Statistics
346 Computational Statistics
317 The Canadian Journal of Statistics
315 Bernoulli
312 Journal of Computational and Graphical Statistics
283 Statistical Science
268 Biometrical Journal
267 Test
266 Annals of the Institute of Statistical Mathematics
253 Journal of Machine Learning Research (JMLR)
247 Journal of Nonparametric Statistics
242 Statistical Papers
238 Stat
236 Statistica Sinica
217 Lifetime Data Analysis
203 Bayesian Analysis
195 Journal of Time Series Analysis
193 Journal of the Korean Statistical Society
184 Journal of the Royal Statistical Society. Series B. Statistical Methodology
183 Journal of Agricultural, Biological, and Environmental Statistics
169 Statistical Modelling
165 International Statistical Review
157 Statistics
145 Psychometrika
141 Extremes
133 Journal of Computational Physics
132 Statistical Methods and Applications
129 SIAM/ASA Journal on Uncertainty Quantification
123 Metrika
122 Econometric Theory
121 European Journal of Operational Research
119 Stochastic Processes and their Applications
115 Australian & New Zealand Journal of Statistics
110 Journal of Statistical Theory and Practice
105 Econometric Reviews
101 Computer Methods in Applied Mechanics and Engineering
98 Machine Learning
96 Quantitative Finance
95 AStA. Advances in Statistical Analysis
94 Advances in Data Analysis and Classification. ADAC
86 Insurance Mathematics & Economics
85 Brazilian Journal of Probability and Statistics
83 The Annals of Applied Probability
79 Science China. Mathematics
76 Information Sciences
75 Methodology and Computing in Applied Probability
74 Statistica Neerlandica
72 Environmetrics
71 Statistical Analysis and Data Mining
69 Statistical Methodology
69 Statistical Theory and Related Fields
67 Neural Computation
66 SIAM Journal on Scientific Computing
66 Journal of Systems Science and Complexity
65 Advances in Applied Probability
65 Statistical Applications in Genetics and Molecular Biology
64 Journal of Computational and Applied Mathematics
64 Journal of Mathematical Psychology
64 Journal of Classification
60 Pattern Recognition
58 Acta Mathematicae Applicatae Sinica. English Series
57 Mathematical Biosciences
57 Sankhyā. Series A
55 The American Statistician
53 International Journal of Approximate Reasoning
53 Journal of the Royal Statistical Society. Series C. Applied Statistics
51 Economics Letters
50 Inverse Problems
50 Automatica
50 Applied and Computational Harmonic Analysis
49 Biostatistics
48 Journal of Applied Probability
45 Sankhyā. Series B
44 Applied Mathematics and Computation
43 Annals of Operations Research
42 Mathematical Programming. Series A. Series B
40 Theoretical Population Biology
40 Applied Stochastic Models in Business and Industry
40 Statistics Surveys
40 Japanese Journal of Statistics and Data Science
39 Statistical Inference for Stochastic Processes
39 Journal of Theoretical Biology
39 SIAM Journal on Mathematics of Data Science
38 Physica A
37 Computational Optimization and Applications
...and 532 more Journals
all top 5

Cited in 58 Fields

21,969 Statistics (62-XX)
3,681 Numerical analysis (65-XX)
3,007 Probability theory and stochastic processes (60-XX)
1,603 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1,292 Computer science (68-XX)
1,233 Biology and other natural sciences (92-XX)
828 Operations research, mathematical programming (90-XX)
307 Information and communication theory, circuits (94-XX)
302 Systems theory; control (93-XX)
290 Geophysics (86-XX)
267 Combinatorics (05-XX)
180 Partial differential equations (35-XX)
158 Harmonic analysis on Euclidean spaces (42-XX)
156 Linear and multilinear algebra; matrix theory (15-XX)
148 Calculus of variations and optimal control; optimization (49-XX)
109 Functional analysis (46-XX)
101 Dynamical systems and ergodic theory (37-XX)
101 Statistical mechanics, structure of matter (82-XX)
97 Mechanics of deformable solids (74-XX)
88 Quantum theory (81-XX)
82 Fluid mechanics (76-XX)
81 Operator theory (47-XX)
73 Ordinary differential equations (34-XX)
57 Approximations and expansions (41-XX)
39 General and overarching topics; collections (00-XX)
30 Astronomy and astrophysics (85-XX)
29 History and biography (01-XX)
27 Differential geometry (53-XX)
24 Convex and discrete geometry (52-XX)
21 Real functions (26-XX)
21 Measure and integration (28-XX)
21 Mechanics of particles and systems (70-XX)
20 Optics, electromagnetic theory (78-XX)
18 Special functions (33-XX)
17 Integral equations (45-XX)
17 Classical thermodynamics, heat transfer (80-XX)
15 Global analysis, analysis on manifolds (58-XX)
14 Relativity and gravitational theory (83-XX)
13 Algebraic geometry (14-XX)
9 Abstract harmonic analysis (43-XX)
7 Integral transforms, operational calculus (44-XX)
7 Algebraic topology (55-XX)
6 Number theory (11-XX)
6 Commutative algebra (13-XX)
6 Geometry (51-XX)
6 General topology (54-XX)
6 Mathematics education (97-XX)
5 Functions of a complex variable (30-XX)
4 Several complex variables and analytic spaces (32-XX)
4 Difference and functional equations (39-XX)
3 Mathematical logic and foundations (03-XX)
3 Associative rings and algebras (16-XX)
3 Group theory and generalizations (20-XX)
3 Manifolds and cell complexes (57-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Category theory; homological algebra (18-XX)
1 Topological groups, Lie groups (22-XX)
1 Potential theory (31-XX)

Citations by Year