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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: 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/issues
http://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.
all top 5

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...and 12 more Volumes
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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 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.
4 Kent, John T.
...and 1,851 more Authors

Publications by Year

Citations contained in zbMATH Open

900 Publications have been cited 25,677 times in 18,195 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
852
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
586
2001
Statistical applications of the multivariate skew normal distribution. Zbl 0924.62050
Azzalini, A.; Capitanio, A.
476
1999
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
390
2005
Distributions generated by perturbation of symmetry with emphasis on a multivariate skew \(t\)-distribution. Zbl 1065.62094
Azzalini, Adelchi; Capitanio, Antonella
388
2003
Bayesian calibration of computer models. (With discussion). Zbl 1007.62021
Kennedy, Marc C.; O’Hagan, Anthony
360
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
339
2009
An adaptive estimation of dimension reduction space (with discussion). Zbl 1091.62028
Xia, Yingcun; Tong, Howell; Li, W. K.; Zhu, Li-Xing
337
2002
Econometric analysis of realized volatility and its use in estimating stochastic volatility models. Zbl 1059.62107
Barndorff-Nielsen, Ole E.; Shephard, Neil
335
2002
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
320
2008
A direct approach to false discovery rates. Zbl 1090.62073
Storey, John D.
313
2002
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
256
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
247
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.
232
2000
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
214
2008
Dealing with label switching in mixture models. Zbl 0957.62020
Stephens, Matthew
211
2000
Estimating the number of clusters in a data set via the gap statistic. Zbl 0979.62046
Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
198
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
185
2004
Probabilistic principal component analysis. Zbl 0924.62068
Tipping, Michael E.; Bishop, Christopher M.
169
1999
Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion. Zbl 0909.62039
Hurvich, Clifford M.; Simonoff, Jeffrey S.
168
1998
Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm. Zbl 0917.62058
Booth, James G.; Hobert, James P.
168
1999
Gaussian predictive process models for large spatial data sets. Zbl 05563371
Banerjee, Sudipto; Gelfand, Alan E.; Finley, Andrew O.; Sang, Huiyan
148
2008
Empirical likelihood confidence regions in a partially linear single-index model. Zbl 1110.62055
Zhu, Lixing; Xue, Liugen
147
2006
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
142
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
141
2010
Fixed rank Kriging for very large spatial data sets. Zbl 05563351
Cressie, Noel; Johannesson, Gardar
137
2008
Confidence intervals for low dimensional parameters in high dimensional linear models. Zbl 1411.62196
Zhang, Cun-Hui; Zhang, Stephanie S.
135
2014
Shrinkage tuning parameter selection with a diverging number of parameters. Zbl 1250.62036
Wang, Hansheng; Li, Bo; Leng, Chenlei
127
2009
On properties of functional principal components analysis. Zbl 1141.62048
Hall, Peter; Hosseini-Nasab, Mohammad
125
2006
Optimal scaling of discrete approximations to Langevin diffusions. Zbl 0913.60060
Roberts, Gareth O.; Rosenthal, Jeffrey S.
124
1998
Operating characteristics and extensions of the false discovery rate procedure. Zbl 1090.62072
Genovese, Christopher; Wasserman, Larry
119
2002
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
116
2010
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
114
2013
Geometric representation of high dimension, low sample size data. Zbl 1069.62097
Hall, Peter; Marron, J. S.; Neeman, Amnon
112
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
112
2006
Generalized linear models with functional predictors. Zbl 1090.62070
James, Gareth M.
109
2002
Probabilistic forecasts, calibration and sharpness. Zbl 1120.62074
Gneiting, Tilmann; Balabdaoui, Fadoua; Raftery, Adrian E.
107
2007
Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006
Murphy, S. A.
102
2003
Thin plate regression splines. Zbl 1063.62059
Wood, Simon N.
100
2003
Probabilistic sensitivity analysis of complex models: a Bayesian approach. Zbl 1046.62027
Oakley, Jeremy E.; O’Hagen, Anthony
95
2004
Conformal normal curvature and assessment of local influence. Zbl 0913.62062
Poon, Wai-Yin; Poon, Yat Sun
95
1999
A skew extension of the \(t\)-distribution, with applications. Zbl 1063.62013
Jones, M. C.; Faddy, M. J.
93
2003
A conditional approach for multivariate extreme values. (With discussion). Zbl 1046.62051
Heffernan, Janet E.; Tawn, Jonathan A.
93
2004
Automatic Bayesian curve fitting. Zbl 0907.62031
Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M.
93
1998
Wavelet-based functional mixed models. Zbl 1110.62053
Morris, Jeffrey S.; Carroll, Raymond J.
92
2006
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J.
91
2004
Following a moving target – Monte Carlo inference for dynamic Bayesian models. Zbl 0976.62021
Gilks, Walter R.; Berzuini, Carlo
91
2001
Wavelet thresholding via a Bayesian approach. Zbl 0910.62031
Abramovich, F.; Sapatinas, T.; Silverman, B. W.
91
1998
Likelihood ratio tests in linear mixed models with one variance component. Zbl 1061.62027
Crainiceanu, Ciprian M.; Ruppert, David
87
2004
Local influence for incomplete-data models. Zbl 0976.62071
Zhu, Hong-Tu; Lee, Sik-Yum
87
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
82
1999
Adaptive varying-coefficient linear models. Zbl 1063.62054
Fan, Jianqing; Yao, Qiwei; Cai, Zongwu
80
2003
Gibbs sampling for Bayesian non-conjugate and hierarchical models by using auxiliary variables. Zbl 0913.62028
Damien, Paul; Wakefield, Jon; Walker, Stephen
80
1999
Regression shrinkage and selection via the Lasso: a retrospective. Zbl 1411.62212
Tibshirani, Robert
78
2011
A modified likelihood ratio test for homogeneity in finite mixture models. Zbl 0976.62011
Chen, Hanfeng; Chen, Jiahua; Kalbfleisch, John D.
77
2001
Functional linear discriminant analysis for irregularly sampled curves. Zbl 0989.62036
James, Gareth M.; Hastie, Trevor J.
76
2001
Fast sampling of Gaussian Markov random fields. Zbl 0979.62075
Rue, Håvard
74
2001
On a mixture autoregressive model. Zbl 0941.62095
Wong, Chun Shan; Li, Wai Keung
73
2000
Estimating smooth monotone functions. Zbl 0909.62041
Ramsay, J. O.
73
1998
Inference in generalized additive mixed models by using smoothing splines. Zbl 0915.62062
Lin, Xihong; Zhang, Daowen
71
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.
69
2000
Curve registration. Zbl 0909.62033
Ramsay, J. O.; Li, Xiaochun
69
1998
Inference for clusters of extreme values. Zbl 1065.62091
Ferro, Christopher A. T.; Segers, Johan
67
2003
Multivariate Bayesian variable selection and prediction. Zbl 0909.62022
Brown, P. J.; Vannucci, M.; Fearn, T.
66
1998
Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101
Kai, Bo; Li, Runze; Zou, Hui
65
2010
Marginal likelihood estimation via power posteriors. Zbl 05563360
Friel, N.; Pettitt, A. N.
65
2008
Wavelet deconvolution in a periodic setting. Zbl 1046.62039
Johnstone, Iain M.; Kerkyacharian, Gérard; Picard, Dominique; Raimondo, Marc
62
2004
Penalized classification using Fisher’s linear discriminant. Zbl 1228.62079
Witten, Daniela M.; Tibshirani, Robert
62
2011
Testing heteroscedasticity in nonparametric regression. Zbl 0909.62035
Dette, Holger; Munk, Axel
62
1998
On the time to extinction in recurrent epidemics. Zbl 0917.92023
Nåsell, Ingemar
62
1999
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
61
2004
On parametric bootstrap methods for small area prediction. Zbl 1100.62039
Hall, Peter; Maiti, Tapabrata
61
2006
Semiparametric methods for response-selective and missing data problems in regression. Zbl 0915.62030
Lawless, J. F.; Kalbfleisch, J. D.; Wild, C. J.
61
1999
Estimating the proportion of true null hypotheses, with application to DNA microarray data. Zbl 1095.62037
Langaas, Mette; Lindqvist, Bo Henry; Ferkingstad, Egil
60
2005
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). Zbl 1063.62120
Brooks, S. P.; Giudici, P.; Roberts, G. O.
60
2003
Bias-corrected confidence bands in nonparametric regression. Zbl 0909.62043
Xia, Yingcun
60
1998
On the non-negative garrotte estimator. Zbl 1120.62052
Yuan, Ming; Lin, Yi
59
2007
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Zbl 1411.62089
Wood, Simon N.
59
2011
Minimum aberration and model robustness for two-level fractional factorial designs. Zbl 0913.62072
Cheng, Ching-Shui; Steinberg, David M.; Sun, Don X.
59
1999
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.
59
1999
Nonparametric estimation of the mode of a distribution of random curves. Zbl 0909.62030
Gasser, Theo; Hall, Peter; Presnell, Brett
58
1998
Estimating the variance in nonparametric regression – what is a reasonable choice? Zbl 0944.62041
Dette, Holger; Munk, Axel; Wagner, Thorsten
58
1998
Dimension reduction for the conditional \(k\)th moment in regression. Zbl 1067.62042
Yin, Xiangrong; Cook, R. Dennis
56
2002
Asymptotic behaviour of the posterior distribution in overfitted mixture models. Zbl 1228.62034
Rousseau, Judith; Mengersen, Kerrie
56
2011
Consistency of Bernstein polynomial posteriors. Zbl 1015.62033
Petrone, Sonia; Wasserman, Larry
55
2002
Bayesian clustering and product partition models. Zbl 1065.62115
Quintana, Fernando A.; Iglesias, Pilar L.
55
2003
A new ranked set sample estimator of variance. Zbl 1067.62032
MacEachern, Steven N.; Öztürk, Ömer; Wolfe, Douglas A.; Stark, Gregory V.
55
2002
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
54
2014
Local maximum likelihood estimation and inference. Zbl 0909.62036
Fan, Jianqing; Farmen, Mark; Gijbels, Irène
54
1998
Direct calculation of the information matrix via the EM algorithm. Zbl 0913.62036
Oakes, David
54
1999
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
53
2007
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.
53
2001
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
53
2012
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
53
2017
Semiparametric estimation in general repeated measures problems. Zbl 1141.62026
Lin, Xihong; Carroll, Raymond J.
53
2006
Inference in molecular population genetics. (With discussion). Zbl 0962.62107
Stephens, Matthew; Donnelly, Peter
53
2000
Finding an unknown number of multivariate outliers. Zbl 1248.62091
Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea
53
2009
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
52
2009
Use of model reparametrization to improve variational Bayes. Zbl 07555255
Tan, Linda S. L.
1
2021
The proximal Robbins-Monro method. Zbl 07555261
Toulis, Panos; Horel, Thibaut; Airoldi, Edoardo M.
1
2021
Finite sample change point inference and identification for high-dimensional mean vectors. Zbl 07555264
Yu, Mengjia; Chen, Xiaohui
1
2021
Spatial birth-death-move processes: basic properties and estimation of their intensity functions. Zbl 07555278
Lavancier, Frédéric; Le Guével, Ronan
1
2021
Isotonic distributional regression. Zbl 07555288
Henzi, Alexander; Ziegel, Johanna F.; Gneiting, Tilmann
1
2021
Variable selection with ABC Bayesian forests. Zbl 07555492
Liu, Yi; Ročková, Veronika; Wang, Yuexi
1
2021
GGM knockoff filter: false discovery rate control for Gaussian graphical models. Zbl 07555495
Li, Jinzhou; Maathuis, Marloes H.
1
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.
9
2020
Making sense of sensitivity: extending omitted variable bias. Zbl 1440.62256
Cinelli, Carlos; Hazlett, Chad
3
2020
Bayesian empirical likelihood inference with complex survey data. Zbl 1440.62403
Zhao, Puying; Ghosh, Malay; Rao, J. N. K.; Wu, Changbao
3
2020
Multivariate type G Matérn stochastic partial differential equation random fields. Zbl 1440.62180
Bolin, David; Wallin, Jonas
3
2020
Rerandomization and regression adjustment. Zbl 1440.62297
Li, Xinran; Ding, Peng
3
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
Renewable estimation and incremental inference in generalized linear models with streaming data sets. Zbl 1440.62288
Luo, Lan; Song, Peter X.-K.
1
2020
Doubly robust inference when combining probability and non-probability samples with high dimensional data. Zbl 07554761
Yang, Shu; Kim, Jae Kwang; Song, Rui
1
2020
Exchangeable random measures for sparse and modular graphs with overlapping communities. Zbl 07554763
Todeschini, Adrien; Miscouridou, Xenia; Caron, François
1
2020
Visualizing the effects of predictor variables in black box supervised learning models. Zbl 07554784
Apley, Daniel W.; Zhu, Jingyu
1
2020
Quasi-stationary Monte Carlo and the ScaLE algorithm. Zbl 07554789
Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O.
1
2020
An information theoretic approach for selecting arms in clinical trials. Zbl 07554790
Mozgunov, Pavel; Jaki, Thomas
1
2020
Narrowest-over-threshold detection of multiple change points and change-point-like features. Zbl 1420.62157
Baranowski, Rafal; Chen, Yining; Fryzlewicz, Piotr
20
2019
Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
12
2019
Dynamic shrinkage processes. Zbl 1428.62397
Kowal, Daniel R.; Matteson, David S.; Ruppert, David
10
2019
Deterministic parallel analysis: an improved method for selecting factors and principal components. Zbl 1407.62216
Dobriban, Edgar; Owen, Art B.
10
2019
Covariate-assisted ranking and screening for large-scale two-sample inference. Zbl 1420.62032
Cai, T. Tony; Sun, Wenguang; Wang, Weinan
8
2019
Multiple testing with the structure-adaptive Benjamini-Hochberg algorithm. Zbl 1407.62284
Li, Ang; Barber, Rina Foygel
7
2019
On choosing mixture components via non-local priors. Zbl 1429.62243
Fúquene, Jairo; Steel, Mark; Rossell, David
6
2019
Clustering functional data into groups by using projections. Zbl 1420.62270
Delaigle, Aurore; Hall, Peter; Pham, Tung
6
2019
Hypoelliptic diffusions: filtering and inference from complete and partial observations. Zbl 1420.62094
Ditlevsen, Susanne; Samson, Adeline
6
2019
Intrinsic Gaussian processes on complex constrained domains. Zbl 1420.62274
Niu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
6
2019
On the design of experiments with ordered treatments. Zbl 1429.62344
Singh, Satya Prakash; Davidov, Ori
5
2019
A general framework for quantile estimation with incomplete data. Zbl 1420.62173
Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai
4
2019
High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data. Zbl 1428.62267
Cai, T. Tony; Zhang, Linjun
4
2019
A general asymptotic framework for distribution-free graph-based two-sample tests. Zbl 1420.62214
Bhattacharya, Bhaswar B.
3
2019
Lack-of-fit tests for quantile regression models. Zbl 1420.62323
Dong, Chen; Li, Guodong; Feng, Xingdong
3
2019
Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170
Kennedy, Edward H.; Lorch, Scott; Small, Dylan S.
3
2019
Scalable importance tempering and Bayesian variable selection. Zbl 1420.62059
Zanella, Giacomo; Roberts, Gareth
2
2019
Post-selection estimation and testing following aggregate association tests. Zbl 1420.62260
Heller, Ruth; Meir, Amit; Chatterjee, Nilanjan
2
2019
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172
Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B.
2
2019
Characterization of \(c\)-, \(L\)- and \(\phi_k\)-optimal designs for a class of non-linear multiple-regression models. Zbl 1407.62287
Schmidt, Dennis
2
2019
Fused density estimation: theory and methods. Zbl 1429.62121
Bassett, Robert; Sharpnack, James
1
2019
Non-parametric cure rate estimation under insufficient follow-up by using extremes. Zbl 1429.62128
Escobar-Bach, Mikael; Van Keilegom, Ingrid
1
2019
Tensor graphical Lasso (TeraLasso). Zbl 1429.62309
Greenewald, Kristjan; Zhou, Shuheng; Hero, Alfred
1
2019
Multiple influential point detection in high dimensional regression spaces. Zbl 1420.62301
Zhao, Junlong; Liu, Chao; Niu, Lu; Leng, Chenlei
1
2019
Statistical inference for the population landscape via moment-adjusted stochastic gradients. Zbl 1420.62144
Liang, Tengyuan; Su, Weijie J.
1
2019
Robust causal structure learning with some hidden variables. Zbl 1420.62361
Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H.
1
2019
Computer model calibration with confidence and consistency. Zbl 1420.62289
Plumlee, Matthew
1
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
1
2019
Moment conditions and Bayesian non-parametrics. Zbl 1407.62041
Bornn, Luke; Shephard, Neil; Solgi, Reza
1
2019
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
1
2019
Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. Zbl 1398.62335
Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi
36
2018
High dimensional change point estimation via sparse projection. Zbl 1439.62199
Wang, Tengyao; Samworth, Richard J.
35
2018
Estimation of tail risk based on extreme expectiles. Zbl 1383.62235
Daouia, Abdelaati; Girard, Stéphane; Stupfler, Gilles
31
2018
Inference for empirical Wasserstein distances on finite spaces. Zbl 1380.62121
Sommerfeld, Max; Munk, Axel
24
2018
Approximate residual balancing: debiased inference of average treatment effects in high dimensions. Zbl 1398.62194
Athey, Susan; Imbens, Guido W.; Wager, Stefan
22
2018
Kernel-based tests for joint independence. Zbl 1381.62105
Pfister, Niklas; Bühlmann, Peter; Schölkopf, Bernhard; Peters, Jonas
21
2018
Testing mutual independence in high dimension via distance covariance. Zbl 1398.62151
Yao, Shun; Zhang, Xianyang; Shao, Xiaofeng
21
2018
The correlated pseudomarginal method. Zbl 1407.62074
Deligiannidis, George; Doucet, Arnaud; Pitt, Michael K.
19
2018
Detecting and dating structural breaks in functional data without dimension reduction. Zbl 1398.62152
Aue, Alexander; Rice, Gregory; Sönmez, Ozan
16
2018
Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables. Zbl 1398.62348
Wang, Linbo; Tchetgen Tchetgen, Eric
13
2018
Goodness-of-fit tests for high dimensional linear models. Zbl 06840459
Shah, Rajen D.; Bühlmann, Peter
11
2018
Bayesian regression tree ensembles that adapt to smoothness and sparsity. Zbl 1407.62138
Linero, Antonio R.; Yang, Yun
11
2018
Another look at distance-weighted discrimination. Zbl 1380.62028
Wang, Boxiang; Zou, Hui
9
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.
9
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
8
2018
Random networks, graphical models and exchangeability. Zbl 1398.62218
Lauritzen, Steffen; Rinaldo, Alessandro; Sadeghi, Kayvan
8
2018
False discovery proportion estimation by permutations: confidence for significance analysis of microarrays. Zbl 1380.62232
Hemerik, Jesse; Goeman, Jelle J.
7
2018
AdaPT: an interactive procedure for multiple testing with side information. Zbl 1398.62049
Lei, Lihua; Fithian, William
7
2018
Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212
Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong
7
2018
A geometric approach to confidence regions and bands for functional parameters. Zbl 1381.62143
Choi, Hyunphil; Reimherr, Matthew
6
2018
Optimal a priori balance in the design of controlled experiments. Zbl 06840458
Kallus, Nathan
6
2018
On structure testing for component covariance matrices of a high dimensional mixture. Zbl 06849256
Li, Weiming; Yao, Jianfeng
6
2018
Multiple matrix Gaussian graphs estimation. Zbl 1407.62214
Zhu, Yunzhang; Li, Lexin
6
2018
Expectation propagation in the large data limit. Zbl 1380.62108
Dehaene, Guillaume; Barthelmé, Simon
5
2018
Exact Bayesian inference in spatiotemporal Cox processes driven by multivariate Gaussian processes. Zbl 06840461
Gonçalves, Flávio B.; Gamerman, Dani
5
2018
Matrix variate regressions and envelope models. Zbl 06849260
Ding, Shanshan; Cook, R. Dennis
5
2018
Hybrid quantile regression estimation for time series models with conditional heteroscedasticity. Zbl 1407.62336
Zheng, Yao; Zhu, Qianqian; Li, Guodong; Xiao, Zhijie
5
2018
Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects. Zbl 1398.62345
Shi, Chengchun; Song, Rui; Lu, Wenbin; Fu, Bo
4
2018
Random-walk models of network formation and sequential Monte Carlo methods for graphs. Zbl 1407.62299
Bloem-Reddy, Benjamin; Orbanz, Peter
4
2018
A block model for node popularity in networks with community structure. Zbl 1458.62166
Sengupta, Srijan; Chen, Yuguo
3
2018
Semiparametric dynamic max-copula model for multivariate time series. Zbl 06849261
Zhao, Zifeng; Zhang, Zhengjun
3
2018
Auxiliary gradient-based sampling algorithms. Zbl 1398.62035
Titsias, Michalis K.; Papaspiliopoulos, Omiros
3
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
3
2018
Full likelihood inference for abundance from continuous time capture-recapture data. Zbl 1407.62405
Liu, Yang; Liu, Yukun; Li, Pengfei; Qin, Jing
3
2018
On mitigating the analytical limitations of finely stratified experiments. Zbl 1407.62288
Fogarty, Colin B.
3
2018
From multiple Gaussian sequences to functional data and beyond: a Stein estimation approach. Zbl 1383.62116
Koudstaal, Mark; Yao, Fang
2
2018
Testing for marginal linear effects in quantile regression. Zbl 06849262
Wang, Huixia Judy; McKeague, Ian W.; Qian, Min
2
2018
Bayesian inference for Gaussian graphical models beyond decomposable graphs. Zbl 1398.62063
Khare, Kshitij; Rajaratnam, Bala; Saha, Abhishek
2
2018
Modelling non-stationary multivariate time series of counts via common factors. Zbl 1398.62251
Wang, Fangfang; Wang, Haonan
2
2018
Detecting heteroscedasticity in non-parametric regression using weighted empirical processes. Zbl 1407.62130
Chown, Justin; Müller, Ursula U.
2
2018
Estimated Wold representation and spectral-density-driven bootstrap for time series. Zbl 1398.62236
Krampe, Jonas; Kreiss, Jens-Peter; Paparoditis, Efstathios
1
2018
Asymptotic properties and information criteria for misspecified generalized linear mixed models. Zbl 1398.62199
Yu, Dalei; Zhang, Xinyu; Yau, Kelvin K. W.
1
2018
False discovery rate control for high dimensional networks of quantile associations conditioning on covariates. Zbl 1407.62144
Xie, Jichun; Li, Ruosha
1
2018
Theoretical guarantees for approximate sampling from smooth and log-concave densities. Zbl 1411.62030
Dalalyan, Arnak S.
53
2017
Sparse graphs using exchangeable random measures. Zbl 1381.62072
Caron, François; Fox, Emily B.
39
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
39
2017
Statistical clustering of temporal networks through a dynamic stochastic block model. Zbl 1373.62312
Matias, Catherine; Miele, Vincent
30
2017
Global envelope tests for spatial processes. Zbl 1414.62404
Myllymäki, Mari; Mrkvička, Tomáš; Grabarnik, Pavel; Seijo, Henri; Hahn, Ute
22
2017
Random-projection ensemble classification. (With discussion). Zbl 1373.62301
Cannings, Timothy I.; Samworth, Richard J.
19
2017
Control functionals for Monte Carlo integration. Zbl 1411.62088
Oates, Chris J.; Girolami, Mark; Chopin, Nicolas
18
2017
Provable sparse tensor decomposition. Zbl 1411.62158
Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
18
2017
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85 Zhu, Lixing
78 Lian, Heng
64 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 Müller, Peter
29 Stuart, Andrew M.
29 Zhao, Xingqiu
28 Cai, Jianwen
28 Drovandi, Christopher C.
28 Ghosal, Subhashis
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 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 Girolami, Mark A.
23 Leal de Carvalho Gomes, Maria Ivette
23 Peng, Liang
23 Pensky, Marianna
23 Ruppert, David
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