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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.
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...and 13 more Volumes
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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 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 Cai, Tony Tony
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 1,893 more Authors

Publications by Year

Citations contained in zbMATH Open

1,034 Publications have been cited 33,001 times in 22,028 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
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
629
2001
Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050
Azzalini, A.; Capitanio, A.
560
1999
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
506
2008
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
476
2005
Bayesian calibration of computer models. (With discussion). Zbl 1007.62021
Kennedy, Marc C.; O’Hagan, Anthony
428
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
426
2009
Distributions generated by perturbation of symmetry with emphasis on a multivariate skew \(t\)-distribution. Zbl 1065.62094
Azzalini, Adelchi; Capitanio, Antonella
421
2003
An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028
Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing
378
2002
Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107
Barndorff-Nielsen, Ole E.; Shephard, Neil
373
2002
A direct approach to false discovery rates. Zbl 1090.62073
Storey, John D.
346
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
323
2011
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
319
2006
Semiparametric regression for the mean and rate functions of recurrent events. Zbl 1074.62510
Lin, D. Y.; Wei, L. J.; Yang, I.; Ying, Z.
251
2000
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
250
2008
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
233
2011
Dealing with label switching in mixture models. Zbl 0957.62020
Stephens, Matthew
232
2000
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
226
2010
Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196
Zhang, Cun-Hui; Zhang, Stephanie S.
225
2014
Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046
Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
222
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
210
2004
Probabilistic principal component analysis. Zbl 0924.62068
Tipping, Michael E.; Bishop, Christopher M.
193
1999
Gaussian predictive process models for large spatial data sets. Zbl 05563371
Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan
190
2008
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
178
2010
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
178
2013
Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039
Hurvich, Clifford M.; Simonoff, Jeffrey S.
174
1998
Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058
Booth, James G.; Hobert, James P.
173
1999
Fixed rank Kriging for very large spatial data sets. Zbl 05563351
Cressie, Noel; Johannesson, Gardar
171
2008
Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055
Zhu, Lixing; Xue, Liugen
158
2006
Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036
Wang, Hansheng; Li, Bo; Leng, Chenlei
153
2009
Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060
Roberts, Gareth O.; Rosenthal, Jeffrey S.
145
1998
On properties of functional principal components analysis. Zbl 1141.62048
Hall, Peter; Hosseini-Nasab, Mohammad
144
2006
Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006
Murphy, S. A.
137
2003
Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072
Genovese, Christopher; Wasserman, Larry
132
2002
Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074
Gneiting, Tilmann; Balabdaoui, Fadoua; Raftery, Adrian E.
132
2007
Thin plate regression splines. Zbl 1063.62059
Wood, Simon N.
126
2003
Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212
Tibshirani, Robert
126
2011
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
124
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
124
2006
Generalized linear models with functional predictors. Zbl 1090.62070
James, Gareth M.
122
2002
A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051
Heffernan, Janet E.; Tawn, Jonathan A.
106
2004
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J.
105
2004
Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027
Oakley, Jeremy E.; O’Hagen, Anthony
104
2004
Conformal normal curvature and assessment of local influence. Zbl 0913.62062
Poon, Wai-Yin; Poon, Yat Sun
101
1999
Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021
Gilks, Walter R.; Berzuini, Carlo
100
2001
Automatic Bayesian curve fitting. Zbl 0907.62031
Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M.
99
1998
Wavelet-based functional mixed models. Zbl 1110.62053
Morris, Jeffrey S.; Carroll, Raymond J.
99
2006
Local influence for incomplete-data models. Zbl 0976.62071
Zhu, Hong-Tu; Lee, Sik-Yum
97
2001
A skew extension of the \(t\)-distribution, with applications. Zbl 1063.62013
Jones, M. C.; Faddy, M. J.
97
2003
Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036
James, Gareth M.; Hastie, Trevor J.
93
2001
Wavelet thresholding via a Bayesian approach. Zbl 0910.62031
Abramovich, F.; Sapatinas, T.; Silverman, B. W.
93
1998
Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027
Crainiceanu, Ciprian M.; Ruppert, David
92
2004
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089
Wood, Simon N.
91
2011
A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011
Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D.
89
2001
Missing covariates in generalized linear models when the missing data mechanism is non-ignorable. Zbl 0917.62060
Ibrahim, Joseph G.; Lipsitz, Stuart R.; Chen, Ming-Hui
88
1999
Adaptive varying-coefficient linear models. Zbl 1063.62054
Fan, Jianqing; Yao, Qiwei; Cai, Zongwu
88
2003
Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028
Damien, Paul; Wakefield, Jon; Walker, Stephen
86
1999
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
85
2009
Fast sampling of Gaussian Markov random fields. Zbl 0979.62075
Rue, Håvard
84
2001
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
83
2010
Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. Zbl 1398.62335
Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi
83
2018
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
81
2017
Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079
Witten, Daniela M.; Tibshirani, Robert
80
2011
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
79
2014
Estimating smooth monotone functions. Zbl 0909.62041
Ramsay, J. O.
78
1998
Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062
Lin, Xihong; Zhang, Daowen
78
1999
The joint graphical lasso for inverse covariance estimation across multiple classes. Zbl 07555455
Danaher, Patrick; Wang, Pei; Witten, Daniela M.
78
2014
On a mixture autoregressive model. Zbl 0941.62095
Wong, Chun Shan; Li, Wai Keung
77
2000
Inference for clusters of extreme values. Zbl 1065.62091
Ferro, Christopher A. T.; Segers, Johan
77
2003
Parameter estimation for differential equations: a generalized smoothing approach. Zbl 07555374
Ramsay, J. O.; Hooker, G.; Campbell, D.; Cao, J.
76
2007
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.
74
2000
Curve registration. Zbl 0909.62033
Ramsay, J. O.; Li, Xiaochun
73
1998
Multiple-change-point detection for high dimensional time series via sparsified binary segmentation. Zbl 1414.62356
Cho, Haeran; Fryzlewicz, Piotr
73
2015
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
72
2012
Marginal likelihood estimation via power posteriors. Zbl 05563360
Friel, N.; Pettitt, A. N.
72
2008
Tuning parameter selection in high dimensional penalized likelihood. Zbl 1411.62216
Fan, Yingying; Tang, Cheng Yong
71
2013
Multivariate Bayesian variable selection and prediction. Zbl 0909.62022
Brown, P. J.; Vannucci, M.; Fearn, T.
70
1998
Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030
Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J.
70
1999
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
70
2004
Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034
Rousseau, Judith; Mengersen, Kerrie
70
2011
On parametric bootstrap methods for small area prediction. Zbl 1100.62039
Hall, Peter; Maiti, Tapabrata
70
2006
Testing heteroscedasticity in nonparametric regression. Zbl 0909.62035
Dette, Holger; Munk, Axel
67
1998
On the time to extinction in recurrent epidemics. Zbl 0917.92023
Nåsell, Ingemar
66
1999
On the non-negative garrotte estimator. Zbl 1120.62052
Yuan, Ming; Lin, Yi
66
2007
Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036
Oakes, David
65
1999
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120
Brooks, S. P.; Giudici, P.; Roberts, G. O.
65
2003
Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037
Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil
65
2005
Wavelet deconvolution in a periodic setting. Zbl 1046.62039
Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique; Raimondo, Marc
64
2004
Minimum aberration and model robustness for two-level fractional factorial designs. Zbl 0913.62072
Cheng, Ching-Shui; Steinberg, David M.; Sun, Don X.
63
1999
Two-sample test of high dimensional means under dependence. Zbl 07555454
Cai, T. Tony; Liu, Weidong; Xia, Yin
63
2014
Nonparametric estimation of the mode of a distribution of random curves. Zbl 0909.62030
Gasser, Theo; Hall, Peter; Presnell, Brett
62
1998
Bias-corrected confidence bands in nonparametric regression. Zbl 0909.62043
Xia, Yingcun
62
1998
Dimension reduction for the conditional \(k\)th moment in regression. Zbl 1067.62042
Yin, Xiangrong; Cook, R. Dennis
62
2002
\(\mathrm{SMC}^2\): an efficient algorithm for sequential analysis of state space models. Zbl 1411.62242
Chopin, N.; Jacob, P. E.; Papaspiliopoulos, O.
62
2013
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.
61
1999
Estimating the variance in nonparametric regression – what is a reasonable choice? Zbl 0944.62041
Dette, Holger; Munk, Axel; Wagner, Thorsten
61
1998
Bayesian clustering and product partition models. Zbl 1065.62115
Quintana, Fernando A.; Iglesias, Pilar L.
61
2003
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
61
2007
Gaussian differential privacy. Zbl 07593394
Dong, Jinshuo; Roth, Aaron; Su, Weijie J.
5
2022
Transfer learning for high-dimensional linear regression: prediction, estimation and minimax optimality. Zbl 07593407
Li, Sai; Cai, T. Tony; Li, Hongzhe
3
2022
High-dimensional, multiscale online changepoint detection. Zbl 07593410
Chen, Yudong; Wang, Tengyao; Samworth, Richard J.
3
2022
Gaussian prepivoting for finite population causal inference. Zbl 07593413
Cohen, Peter L.; Fogarty, Colin B.
3
2022
Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414
Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud
3
2022
Synthetic controls with staggered adoption. Zbl 07593415
Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse
3
2022
Modelling the COVID-19 infection trajectory: a piecewise linear quantile trend model. Zbl 07686592
Jiang, Feiyu; Zhao, Zifeng; Shao, Xiaofeng
3
2022
High-dimensional principal component analysis with heterogeneous missingness. Zbl 07686605
Zhu, Ziwei; Wang, Tengyao; Samworth, Richard J.
3
2022
Waste-free sequential Monte Carlo. Zbl 07593406
Dau, Hai-Dang; Chopin, Nicolas
2
2022
A graph-theoretic approach to randomization tests of causal effects under general interference. Zbl 07593408
Puelz, David; Basse, Guillaume; Feller, Avi; Toulis, Panos
2
2022
High-dimensional quantile regression: convolution smoothing and concave regularization. Zbl 07593409
Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin
2
2022
Graph based Gaussian processes on restricted domains. Zbl 07593417
Dunson, David B.; Wu, Hau-Tieng; Wu, Nan
2
2022
The Barker proposal: combining robustness and efficiency in gradient-based MCMC. Zbl 07593420
Livingstone, Samuel; Zanella, Giacomo
2
2022
SIMPLE: statistical inference on membership profiles in large networks. Zbl 07593425
Fan, Jianqing; Fan, Yingying; Han, Xiao; Lv, Jinchi
2
2022
General Bayesian loss function selection and the use of improper models. Zbl 07686594
Jewson, Jack; Rossell, David
2
2022
Conditional independence testing in Hilbert spaces with applications to functional data analysis. Zbl 07686600
Lundborg, Anton Rask; Shah, Rajen D.; Peters, Jonas
2
2022
Structure learning for extremal tree models. Zbl 07686607
Engelke, Sebastian; Volgushev, Stanislav
2
2022
Usable and precise asymptotics for generalized linear mixed model analysis and design. Zbl 07593404
Jiang, Jiming; Wand, Matt P.; Bhaskaran, Aishwarya
1
2022
Inferential Wasserstein generative adversarial networks. Zbl 07593405
Chen, Yao; Gao, Qingyi; Wang, Xiao
1
2022
On efficient dimension reduction with respect to the interaction between two response variables. Zbl 07593412
Luo, Wei
1
2022
Selective inference for effect modification via the lasso. Zbl 07593416
Zhao, Qingyuan; Small, Dylan S.; Ertefaie, Ashkan
1
2022
Graphical criteria for efficient total effect estimation via adjustment in causal linear models. Zbl 07593423
Henckel, Leonard; Perković, Emilija; Maathuis, Marloes H.
1
2022
Exact clustering in tensor block model: statistical optimality and computational limit. Zbl 07686595
Han, Rungang; Luo, Yuetian; Wang, Miaoyan; Zhang, Anru R.
1
2022
Dimension-free mixing for high-dimensional Bayesian variable selection. Zbl 07686598
Zhou, Quan; Yang, Jun; Vats, Dootika; Roberts, Gareth O.; Rosenthal, Jeffrey S.
1
2022
Finite sample change point inference and identification for high-dimensional mean vectors. Zbl 07555264
Yu, Mengjia; Chen, Xiaohui
11
2021
Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260
Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo
8
2021
Anchor regression: heterogeneous data meet causality. Zbl 07555263
Rothenhäusler, Dominik; Meinshausen, Nicolai; Bühlmann, Peter; Peters, Jonas
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.
6
2021
Covariate powered cross-weighted multiple testing. Zbl 07555275
Ignatiadis, Nikolaos; Huber, Wolfgang
6
2021
Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256
Xia, Dong; Yuan, Ming
4
2021
GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495
Li, Jinzhou; Maathuis, Marloes H.
4
2021
The proximal Robbins-Monro method. Zbl 07555261
Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M.
3
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On optimal rerandomization designs. Zbl 07555270
Johansson, Per; Rubin, Donald B.; Schultzberg, Mårten
3
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Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285
Chen, Mingli; Kato, Kengo; Leng, Chenlei
3
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Isotonic distributional regression. Zbl 07555288
Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann
3
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Model-assisted analyses of cluster-randomized experiments. Zbl 07555289
Su, Fangzhou; Ding, Peng
3
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On identifiability and consistency of the nugget in Gaussian spatial process models. Zbl 07555291
Tang, Wenpin; Zhang, Lu; Banerjee, Sudipto
3
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Variable selection with ABC Bayesian forests. Zbl 07555492
Liu, Yi; Ročková, Veronika; Wang, Yuexi
3
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Use of model reparametrization to improve variational Bayes. Zbl 07555255
Tan, Linda S. L.
2
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Small area estimation with linked data. Zbl 07555257
Salvati, N.; Fabrizi, E.; Ranalli, M. G.; Chambers, R. L.
2
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Estimation and clustering in popularity adjusted block model. Zbl 07555266
Noroozi, Majid; Rimal, Ramchandra; Pensky, Marianna
2
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The confidence interval method for selecting valid instrumental variables. Zbl 07555276
Windmeijer, Frank; Liang, Xiaoran; Hartwig, Fernando P.; Bowden, Jack
2
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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
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Instrument residual estimator for any response variable with endogenous binary treatment. Zbl 07555498
Lee, Myoung-Jae
2
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Optimal control of false discovery criteria in the two-group model. Zbl 07555259
Heller, Ruth; Rosset, Saharon
1
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Nonparametric density estimation over complicated domains. Zbl 07555268
Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M.
1
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On the optimality of randomization in experimental design: how to randomize for minimax variance and design-based inference. Zbl 07555271
Kallus, Nathan
1
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Inference on the history of a randomly growing tree. Zbl 07555273
Crane, Harry; Xu, Min
1
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Optimal statistical inference for individualized treatment effects in high-dimensional models. Zbl 07555274
Cai, Tianxi; Cai, T. Tony; Guo, Zijian
1
2021
Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278
Lavancier, Frédéric; Le Guével, Ronan
1
2021
Conformal inference of counterfactuals and individual treatment effects. Zbl 07555286
Lei, Lihua; Candès, Emmanuel J.
1
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Two-sample inference for high-dimensional Markov networks. Zbl 07555287
Kim, Byol; Liu, Song; Kolar, Mladen
1
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Increasing power for observational studies of aberrant response: an adaptive approach. Zbl 07555493
Heng, Siyu; Kang, Hyunseung; Small, Dylan S.; Fogarty, Colin B.
1
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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.
1
2021
Visualizing the effects of predictor variables in black box supervised learning models. Zbl 07554784
Apley, Daniel W.; Zhu, Jingyu
17
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.
16
2020
Unbiased Markov chain Monte Carlo methods with couplings. Zbl 07554766
Jacob, Pierre E.; O’Leary, John; Atchadé, Yves F.
15
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Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760
Frazier, David T.; Robert, Christian P.; Rousseau, Judith
14
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Rerandomization and regression adjustment. Zbl 1440.62297
Li, Xinran; Ding, Peng
14
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Graphical models for extremes. Zbl 07554779
Engelke, Sebastian; Hitz, Adrien S.
13
2020
Semisupervised inference for explained variance in high dimensional linear regression and its applications. Zbl 07554759
Cai, T. Tony; Guo, Zijian
11
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Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288
Luo, Lan; Song, Peter X.-K.
9
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Functional models for time-varying random objects. Zbl 07554756
Dubey, Paromita; Müller, Hans-Georg
8
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Robust estimation via robust gradient estimation. Zbl 07554767
Prasad, Adarsh; Suggala, Arun Sai; Balakrishnan, Sivaraman; Ravikumar, Pradeep
8
2020
Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256
Cinelli, Carlos; Hazlett, Chad
8
2020
Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763
Todeschini, Adrien; Miscouridou, Xenia; Caron, François
7
2020
Testing relevant hypotheses in functional time series via self-normalization. Zbl 07554768
Dette, Holger; Kokot, Kevin; Volgushev, Stanislav
7
2020
Robust tests for treatment effect in survival analysis under covariate-adaptive randomization. Zbl 07554793
Ye, Ting; Shao, Jun
7
2020
Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761
Yang, Shu; Kim, Jae Kwang; Song, Rui
6
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Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772
Rosenblum, Michael; Fang, Ethan X.; Liu, Han
6
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Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180
Bolin, David; Wallin, Jonas
6
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Sumca: simple, unified, Monte-Carlo-assisted approach to second-order unbiased mean-squared prediction error estimation. Zbl 07554762
Jiang, Jiming; Torabi, Mahmoud
5
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A flexible framework for hypothesis testing in high dimensions. Zbl 07554770
Javanmard, Adel; Lee, Jason D.
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2020
Goodness-of-fit testing in high dimensional generalized linear models. Zbl 07554773
Janková, Jana; Shah, Rajen D.; Bühlmann, Peter; Samworth, Richard J.
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2020
Robust testing in generalized linear models by sign flipping score contributions. Zbl 07554776
Hemerik, Jesse; Goeman, Jelle J.; Finos, Livio
5
2020
A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780
Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng
5
2020
Beta-negative binomial auto-regressions for modelling integer-valued time series with extreme observations. Zbl 07554794
Gorgi, Paolo
5
2020
Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403
Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao
5
2020
Sparse principal component analysis via axis-aligned random projections. Zbl 07554757
Gataric, Milana; Wang, Tengyao; Samworth, Richard J.
4
2020
Right singular vector projection graphs: fast high dimensional covariance matrix estimation under latent confounding. Zbl 07554758
Shah, Rajen D.; Frot, Benjamin; Thanei, Gian-Andrea; Meinshausen, Nicolai
4
2020
Multiply robust causal inference with double-negative control adjustment for categorical unmeasured confounding. Zbl 07554764
Shi, Xu; Miao, Wang; Nelson, Jennifer C.; Tchetgen Tchetgen, Eric J.
4
2020
Quasi-Bayes properties of a procedure for sequential learning in mixture models. Zbl 07554785
Fortini, Sandra; Petrone, Sonia
4
2020
Causal mediation analysis for stochastic interventions. Zbl 07554769
Díaz, Iván; Hejazi, Nima S.
3
2020
On bandwidth choice for spatial data density estimation. Zbl 07554775
Jiang, Zhenyu; Ling, Nengxiang; Lu, Zudi; Tjøstheim, Dag; Zhang, Qiang
2
2020
Adaptive designs for optimal observed Fisher information. Zbl 07554783
Lane, Adam
2
2020
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
2
2020
Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789
Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O.
2
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An information theoretic approach for selecting arms in clinical trials. Zbl 07554790
Mozgunov, Pavel; Jaki, Thomas
2
2020
Modified likelihood root in high dimensions. Zbl 07554795
Tang, Yanbo; Reid, Nancy
2
2020
A Bayesian hierarchical model for related densities by using Pólya trees. Zbl 1440.62240
Christensen, Jonathan; Ma, Li
2
2020
Robust inference on population indirect causal effects: the generalized front door criterion. Zbl 1440.62175
Fulcher, Isabel R.; Shpitser, Ilya; Marealle, Stella; Tchetgen Tchetgen, Eric J.
2
2020
Causal isotonic regression. Zbl 07554771
Westling, Ted; Gilbert, Peter; Carone, Marco
1
2020
Inference for two-stage sampling designs. Zbl 07554774
Chauvet, Guillaume; Vallée, Audrey-Anne
1
2020
Reply to the correction by Grover and Kaur: “A new randomized response model”. Zbl 07554777
Singh, Sarjinder
1
2020
A scalable estimate of the out-of-sample prediction error via approximate leave-one-out cross-validation. Zbl 07554781
Rad, Kamiar Rahnama; Maleki, Arian
1
2020
False discovery and its control in low rank estimation. Zbl 07554782
Taeb, Armeen; Shah, Parikshit; Chandrasekaran, Venkat
1
2020
Estimating densities with non-linear support by using Fisher-Gaussian kernels. Zbl 07554791
Mukhopadhyay, Minerva; Li, Didong; Dunson, David B.
1
2020
A simple new approach to variable selection in regression, with application to genetic fine mapping. Zbl 07554792
Wang, Gao; Sarkar, Abhishek; Carbonetto, Peter; Stephens, Matthew
1
2020
Multiscale inference and long-run variance estimation in non-parametric regression with time series errors. Zbl 1440.62331
Khismatullina, Marina; Vogt, Michael
1
2020
Narrowest-over-threshold detection of multiple change points and change-point-like features. Zbl 1420.62157
Baranowski, Rafal; Chen, Yining; Fryzlewicz, Piotr
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2019
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92 Lian, Heng
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67 Fan, Jianqing
65 Genton, Marc G.
63 Hall, Peter Gavin
62 Jasra, Ajay
62 Zhang, Riquan
61 Sun, Liuquan
60 Walker, Stephen Grahm
59 Rue, Håvard
58 Roberts, Gareth O.
56 Dunson, David Brian
55 Bühlmann, Peter
53 Li, Runze
52 Balakrishnan, Narayanaswamy
52 Sun, Jianguo
51 Xue, Liugen
49 Müller, Hans-Georg
49 Wang, Qihua
48 Dey, Dipak Kumar
48 Song, Xinyuan
48 Tang, Niansheng
47 Zhu, Hongtu
46 Ibrahim, Joseph George
45 Arellano-Valle, Reinaldo Boris
45 Liang, Hua
45 Lin, Lu
45 Zhu, Zhongyi
44 Zhou, Yong
42 Yang, Lijian
42 Yao, Weixin
41 Carroll, Raymond James
40 Li, Lexin
40 Munk, Axel
39 Reich, Brian James
38 Liu, Yanyan
37 Huang, Zhensheng
37 Li, Gaorong
37 Tutz, Gerhard E.
37 Zhu, Liping
36 Lin, Tsung I.
36 Zhang, Jun
35 Drovandi, Christopher C.
35 Gupta, Arjun Kumar
35 Stuart, Andrew M.
34 Chen, Minghui
34 Kneib, Thomas
33 Jamalizadeh, Ahad
33 Molenberghs, Geert
33 Shang, Han Lin
32 Banerjee, Sudipto
32 Cai, Jianwen
32 Fearnhead, Paul
32 Held, Leonhard
32 Lu, Wenbin
32 Ma, Shuangge
32 Quintana, Fernando Andrés
32 Yang, Hu
32 Yin, Xiangrong
32 Zhao, Xingqiu
31 Ghosal, Subhashis
31 Lee, Youngjo
31 Müller, Peter
31 Nott, David John
31 Park, Byeong Uk
31 Van Keilegom, Ingrid
31 Wang, Dehui
30 Claeskens, Gerda
30 Girard, Stéphane
30 Louzada, Francisco
30 Vannucci, Marina
30 Wasserman, Larry Alan
30 Zeng, Donglin
29 Cook, Ralph Dennis
29 Girolami, Mark A.
29 Huang, Jian
29 Liu, Yufeng
29 You, Jinhong
28 Beskos, Alexandros
28 Cancho, Vicente Garibay
28 Hallin, Marc
28 Koukouvinos, Christos
28 Mallick, Bani K.
28 Mammen, Enno
28 Qin, Jing
28 Small, Dylan S.
28 Song, Rui
28 Zhang, Xinsheng
27 Kauermann, Goran
27 Lin, Jinguan
27 Nadarajah, Saralees
26 Benth, Fred Espen
26 Bolfarine, Heleno
26 Cao, Jiguo
26 Doucet, Arnaud
26 Farcomeni, Alessio
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