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Statistical Science

A Review Journal of the Institutue of Mathematical Statistics

Short Title: Stat. Sci.
Publisher: Institute of Mathematical Statistics (IMS), Beachwood, OH/Bethesda, MD
ISSN: 0883-4237; 2168-8745/e
Online: https://projecteuclid.org/all/euclid.ss
https://www.imstat.org/journals-and-publications/statistical-science/
Comments: This journal is available open access with a moving wall of 3 years.
Documents Indexed: 1,174 Publications (since 1986)
References Indexed: 947 Publications with 41,198 References.
all top 5

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37, No. 4 (2022)
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...and 42 more Volumes
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Authors

16 Stigler, Stephen M.
13 Efron, Bradley
12 Gelman, Andrew
11 Fienberg, Stephen Elliot
10 Shafer, Glenn Ray
9 DeGroot, Morris H.
9 Hastie, Trevor John
9 Tibshirani, Robert John
8 Bühlmann, Peter
8 Casella, George
8 George, Edward I.
8 Meng, Xiaoli
8 Small, Dylan S.
7 Bellhouse, David Richard
7 Berger, James Orvis
7 Ghosh, Malay
7 Lindley, Dennis Victor
7 Rosenbaum, Paul Richard
7 Rubin, Donald Bruce
7 Wasserman, Larry Alan
6 Aldous, David John
6 Davison, Anthony C.
6 Fraser, Donald A. S.
6 Genest, Christian
6 Little, Roderick J. A.
6 Olkin, Ingram
6 Robert, Christian P. Robert
6 Robins, James M.
6 Sacks, Jerome
5 Brown, Lawrence David
5 Buja, Andreas
5 Diaconis, Persi Warren
5 Evans, Michael John
5 Hand, David J.
5 Hollander, Myles
5 Holmes, Christopher C.
5 Laird, Nan McKenzie
5 Lee, Youngjo
5 Martin, Ryan
5 Mengersen, Kerrie L.
5 Molenberghs, Geert
5 Morris, Carl N.
5 Mukhopadhyay, Nitis
5 Roberts, Gareth O.
5 Simpson, Daniel Peter
5 Singpurwalla, Nozer D.
5 Spiegelhalter, David J.
4 Atkinson, Anthony C.
4 Berk, Richard A.
4 Bickel, Peter John
4 Brillinger, David R.
4 Chambers, John McKinley
4 Chopin, Nicolas
4 de Angelis, Daniela
4 Ding, Peng
4 Girolami, Mark A.
4 Goeman, Jelle J.
4 Greenland, Sander
4 Jones, Galin L.
4 Jordan, Michael Irwin
4 Kass, Robert E.
4 Koenker, Roger W.
4 Lai, Tze Leung
4 Le Cam, Lucien Marie
4 Lehmann, Erich Leo
4 Liu, Chuanhai
4 Müller, Peter
4 Presanis, Anne M.
4 Rousseau, Judith
4 Tchetgen Tchetgen, Eric J.
4 Tibshirani, Ryan J.
4 VanderWeele, Tyler J.
4 Vansteelandt, Stijn
4 Verbeke, Geert N.
4 Vovk, Vladimir G.
4 Wells, Martin T.
4 Zabell, Sandy L.
4 Zhao, Linda
3 Barry, Daniel
3 Bayarri, Maria J.
3 Beran, Rudolf J.
3 Bertsimas, Dimitris John
3 Bjørnstad, Jan F.
3 Bowden, Jack
3 Buckland, Stephen T.
3 Carroll, Raymond James
3 Consonni, Guido
3 Cook, Ralph Dennis
3 Cox, David Roxbee
3 Crane, Harry
3 Cressie, Noel A. C.
3 DasGupta, Anirban
3 Davidian, Marie
3 Dawid, Alexander Philip
3 DiCiccio, Thomas J.
3 Didelez, Vanessa
3 Diggle, Peter John
3 DuMouchel, William H.
3 Edwards, Anthony W. F.
3 Fan, Jianqing
...and 1,573 more Authors

Publications by Year

Citations contained in zbMATH Open

803 Publications have been cited 15,392 times in 12,452 Documents Cited by Year
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
840
1992
Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors. Zbl 0955.62562
Eilers, Paul H. C.; Marx, Brian D.
597
1996
Design and analysis of computer experiments. With comments and a rejoinder by the authors. Zbl 0955.62619
Sacks, Jerome; Welch, William J.; Mitchell, Toby J.; Wynn, Henry P.
515
1989
Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525
Hoeting, Jennifer A.; Madigan, David; Raftery, Adrian E.; Volinsky, Chris T.
354
1999
That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author. Zbl 0955.62500
Robinson, G. K.
230
1991
Bayesian experimental design: A review. Zbl 0955.62617
Chaloner, Kathryn; Verdinelli, Isabella
215
1995
Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305
Roberts, Gareth O.; Rosenthal, Jeffrey S.
200
2001
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
188
2012
Bayesian computation and stochastic systems. With comments and reply. Zbl 0955.62552
Besag, Julian; Green, Peter; Higdon, David; Mengersen, Kerrie
165
1995
Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082
Efron, B.; Tibshirani, R.
163
1986
Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545
Berger, James O.; Delampady, Mohan
160
1987
MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132
Cotter, S. L.; Roberts, G. O.; Stuart, A. M.; White, D.
155
2013
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004
Gelman, Andrew; Meng, Xiao-Li
154
1998
Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling. Zbl 1100.62032
Jasra, A.; Holmes, C. C.; Stephens, D. A.
140
2005
Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Zbl 1246.62073
Kang, Joseph D. Y.; Schafer, Joseph L.
131
2007
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
120
2001
Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533
Brown, Lawrence D.; Cai, T. Tony; DasGupta, Anirban
114
2001
Multiple hypothesis testing in microarray experiments. Zbl 1048.62099
Dudoit, Sandrine; Shaffer, Juliet Popper; Boldrick, Jennifer C.
114
2003
A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110
O’Sullivan, Finbarr
114
1986
Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017
Genest, Christian; Zidek, James V.
113
1986
Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574
DiCiccio, Thomas J.; Efron, Bradley
110
1996
Generalized additive models. Zbl 0645.62068
Hastie, Trevor; Tibshirani, Robert
109
1986
Nonparametric Bayesian data analysis. Zbl 1057.62032
Müller, Peter; Quintana, Fernando A.
104
2004
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
104
2007
The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators. With comments by Ronald A. Thisted and M. R. Osborne and a rejoinder by the authors. Zbl 0955.62608
Portnoy, Stephen; Koenker, Roger
103
1997
Statistical modeling of spatial extremes. Zbl 1330.86021
Davison, A. C.; Padoan, S. A.; Ribatet, M.
102
2012
Who solved the secretary problem. Zbl 0788.90080
Ferguson, Thomas S.
100
1989
A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587
Agresti, Alan
96
1992
Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309
Jones, Galin L.; Hobert, James P.
93
2001
Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. With comments and a rejoinder by the author. Zbl 0955.62646
Smith, Richard L.
91
1989
Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538
Ghosh, M.; Rao, J. N. K.
89
1994
Fisher lecture: Dimension reduction in regression. Zbl 1246.62148
Cook, R. Dennis
89
2007
Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017
Flegal, James M.; Haran, Murali; Jones, Galin L.
87
2008
Survival in dynamic environments. Zbl 1148.62314
Singpurwalla, Nozer D.
84
1995
Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors. Zbl 0955.62542
Arratia, Richard; Goldstein, Larry; Gordon, Louis
83
1990
A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353
Zhang, Cun-Hui; Zhang, Tong
83
2012
Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541
Reid, N.
79
1988
A selective review of group selection in high-dimensional models. Zbl 1331.62347
Huang, Jian; Breheny, Patrick; Ma, Shuangge
78
2012
On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed. Zbl 0955.01560
Splawa-Neyman, Jerzy
75
1990
Nonparametric regression with correlated errors. Zbl 1059.62537
Opsomer, Jean; Wang, Yuedong; Yang, Yuhong
73
2001
Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046
Efron, Bradley
73
2008
Model uncertainty. Zbl 1062.62044
Clyde, Merlise; George, Edward I.
69
2004
Matching methods for causal inference: a review and a look forward. Zbl 1328.62007
Stuart, Elizabeth A.
67
2010
Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521
Berger, James O.; Liseo, Brunero; Wolpert, Robert L.
66
1999
Bioequivalence trials, intersection-union tests and equivalence confidence sets. With comments and a rejoinder by the authors. Zbl 0955.62555
Berger, Roger L.; Hsu, Jason C.
65
1996
Penalising model component complexity: a principled, practical approach to constructing priors. Zbl 1442.62060
Simpson, Daniel; Rue, Håvard; Riebler, Andrea; Martins, Thiago G.; Sørbye, Sigrunn H.
64
2017
The interplay of Bayesian and frequentist analysis. Zbl 1062.62001
Bayarri, M. J.; Berger, J. O.
62
2004
Confounding and collapsibility in causal inference. Zbl 1059.62506
Greenland, Sander; Robins, James M.; Pearl, Judea
62
1999
Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058
Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent
62
2008
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
62
2008
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
61
2001
The impact of bootstrap methods on time series analysis. Zbl 1332.62340
Politis, Dimitris N.
61
2003
On particle methods for parameter estimation in state-space models. Zbl 1332.62096
Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas
61
2015
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
60
2002
A comparative review of dimension reduction methods in approximate Bayesian computation. Zbl 1331.62123
Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A.
59
2013
Classifier technology and the illusion of progress. Zbl 1426.62188
Hand, David J.
59
2006
Optimal designs for comparing test treatments with controls. With comments and a rejoinder by the authors. Zbl 0955.62616
Hedayat, A. S.; Jacroux, Mike; Majumdar, Dibyen
57
1988
Neural networks: A review from a statistical perspective. With comments and a rejoinder by the authors. Zbl 0955.62589
Cheng, Bing; Titterington, D. M.
55
1994
Density estimation. Zbl 1100.62558
Sheather, Simon J.
54
2004
The statistical analysis of fMRI data. Zbl 1329.62296
Lindquist, Martin A.
54
2008
Parrondo’s paradox. Zbl 1059.60503
Harmer, G. P.; Abbott, D.
53
1999
Experiments in stochastic computation for high-dimensional graphical models. Zbl 1130.62408
Jones, Beatrix; Carvalho, Carlos; Dobra, Adrian; Hans, Chris; Carter, Chris; West, Mike
53
2005
Self-similarity in high-speed packet traffic: analysis and modeling of Ethernet traffic measurements. Zbl 1148.90310
Willinger, Walter; Taqqu, Murad S.; Leland, Will E.; Wilson, Daniel V.
53
1995
An overview on regression models for discrete longitudinal responses. Zbl 1067.62072
Sutradhar, Brajendra C.
52
2003
Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593
Cox, D. R.; Wermuth, Nanny
52
1993
R. A. Fisher in the 21st century. Invited paper presented at the 1996 R. A. Fisher lecture. (With comments). Zbl 1074.01536
Efron, Bradley
51
1998
A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364
Fan, Jianqing
51
2005
Graphical models. Zbl 1057.62001
Jordan, Michael I.
49
2004
Stochastic models and descriptive statistics for phylogenetic trees, from Yule to today. Zbl 1127.60313
Aldous, David J.
49
2001
New important developments in small area estimation. Zbl 1332.62038
Pfeffermann, Danny
49
2013
Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478
Imai, Kosuke; Keele, Luke; Yamamoto, Teppei
49
2010
Understanding the shape of the hazard rate: A process point of view. (With comments and a rejoinder). Zbl 1059.62613
Aalen, Odd O.; Gjessing, Håkon K.
48
2001
Threshold regression for survival analysis: modeling event times by a stochastic process reaching a boundary. Zbl 1129.62095
Lee, Mei-Ling Ting; Whitmore, G. A.
48
2006
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
Chu, C.-K.; Marron, J. S.
46
1991
The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088
Berchtold, André; Raftery, Adrian E.
45
2002
Bayesian analysis in expert systems. With comments and a rejoinder by the authors. Zbl 0955.62523
Spiegelhalter, David J.; Dawid, A. Philip; Lauritzen, Steffen L.; Cowell, Robert G.
45
1993
Particle learning and smoothing. Zbl 1328.62541
Carvalho, Carlos M.; Johannes, Michael S.; Lopes, Hedibert F.; Polson, Nicholas G.
45
2010
Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511
Arnold, Barry C.; Castillo, Enrique; Sarabia, José María
44
2001
Closed form summation for classical distributions: variations on a theme of de Moivre. Zbl 0955.60500
Diaconis, Persi; Zabell, Sandy
44
1991
Ancestral inference in population genetics. Zbl 0955.62644
Griffiths, R. C.; Tavaré, Simon
44
1994
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
44
2015
Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109
Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert
43
2003
Extropy: complementary dual of entropy. Zbl 1332.62027
Lad, Frank; Sanfilippo, Giuseppe; Agrò, Gianna
43
2015
The axioms of subjective probability. Zbl 0604.60004
Fishburn, Peter C.
43
1986
General design Bayesian generalized linear mixed models. Zbl 1129.62063
Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P.
43
2006
A general framework for the parametrization of hierarchical models. Zbl 1246.62195
Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin
43
2007
To explain or to predict? Zbl 1329.62045
Shmueli, Galit
42
2010
Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059
Chatterjee, Samprit; Hadi, Ali S.
42
1986
High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183
Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai
41
2015
Regression models for discrete longitudinal responses. With comments and a rejoinder by the authors. Zbl 0955.62614
Fitzmaurice, Garrett M.; Laird, Nan M.; Rotnitzky, Andrea G.
41
1993
Can one see \(\alpha\)-stable variables and processes? Zbl 0955.60508
Janicki, Aleksander; Weron, Aleksander
41
1994
Statistical methods for DNA sequence segmentation. Zbl 0960.62121
Braun, Jerome V.; Müller, Hans-Georg
41
1998
A family of generalized linear models for repeated measures with normal and conjugate random effects. Zbl 1329.62342
Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B.; Vieira, Afrânio M. C.
41
2010
Covariance adjustment in radomized experiments and observational studies. Zbl 1013.62117
Rosenbaum, Paul R.
40
2002
Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312
Mira, Antonietta
39
2001
A statistical derivation of the significant-digit law. Zbl 0955.60509
Hill, Theodore P.
39
1995
Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529
Maatta, Jon M.; Casella, George
38
1990
Covariance estimation: the GLM and regularization perspectives. Zbl 1246.62139
Pourahmadi, Mohsen
38
2011
Regression theory for categorical time series. Zbl 1055.62095
Fokianos, Konstantinos; Kedem, Benjamin
37
2003
Conditional and marginal models: another view (with comments and rejoinder). Zbl 1100.62591
Lee, Youngjo; Nelder, John A.
37
2004
The dependent Dirichlet process and related models. Zbl 07474196
Quintana, Fernando A.; Müller, Peter; Jara, Alejandro; Maceachern, Steven N.
3
2022
Analyzing stochastic computer models: a review with opportunities. Zbl 07474198
Baker, Evan; Barbillon, Pierre; Fadikar, Arindam; Gramacy, Robert B.; Herbei, Radu; Higdon, David; Huang, Jiangeng; Johnson, Leah R.; Ma, Pulong; Mondal, Anirban; Pires, Bianica; Sacks, Jerome; Sokolov, Vadim
3
2022
Bayesian analysis of rank data with covariates and heterogeneous rankers. Zbl 07474195
Li, Xinran; Yi, Dingdong; Liu, Jun S.
1
2022
Statistical dependence: beyond Pearson’s \(\rho\). Zbl 07474199
Tjøstheim, Dag; Otneim, Håkon; Støve, Bård
1
2022
Diffusion smoothing for spatial point patterns. Zbl 07474201
Baddeley, Adrian; Davies, Tilman M.; Rakshit, Suman; Nair, Gopalan; McSwiggan, Greg
1
2022
Intention-to-treat comparisons in randomized trials. Zbl 07569967
Prentice, Ross L.; Aragaki, Aaron K.
1
2022
Modeling the occurrence of events subject to a reporting delay via an EM algorithm. Zbl 07569968
Verbelen, Roel; Antonio, Katrien; Claeskens, Gerda; Crevecoeur, Jonas
1
2022
A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223
Katzfuss, Matthias; Guinness, Joseph
23
2021
A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234
Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can
8
2021
A selective overview of deep learning. Zbl 07368237
Fan, Jianqing; Ma, Cong; Zhong, Yiqiao
7
2021
Additive and multiplicative effects network models. Zbl 07368218
Hoff, Peter
6
2021
Judicious judgment meets unsettling updating: dilation, sure loss and Simpson’s paradox. Zbl 07368228
Gong, Ruobin; Meng, Xiao-Li
4
2021
Robust high-dimensional factor models with applications to statistical machine learning. Zbl 07368239
Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao; Zhu, Ziwei
4
2021
Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. Zbl 07368217
Gao, Chao; Ma, Zongming
3
2021
A horse race between the block maxima method and the peak-over-threshold approach. Zbl 07473923
Bücher, Axel; Zhou, Chen
3
2021
Revisiting the Gelman-Rubin diagnostic. Zbl 07473933
Vats, Dootika; Knudson, Christina
3
2021
In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936
Zhao, Sen; Witten, Daniela; Shojaie, Ali
3
2021
Convex relaxation methods for community detection. Zbl 07368216
Li, Xiaodong; Chen, Yudong; Xu, Jiaming
1
2021
A statistical framework for modern network science. Zbl 07368219
Crane, Harry; Dempsey, Walter
1
2021
On estimation and inference in latent structure random graphs. Zbl 07368220
Athreya, Avanti; Tang, Minh; Park, Youngser; Priebe, Carey E.
1
2021
Network modeling in biology: statistical methods for gene and brain networks. Zbl 07368221
Wang, Y. X. Rachel; Li, Lexin; Li, Jingyi Jessica; Huang, Haiyan
1
2021
Bipartite causal inference with interference. Zbl 07368222
Zigler, Corwin M.; Papadogeorgou, Georgia
1
2021
On general notions of depth for regression. Zbl 07368224
Zuo, Yijun
1
2021
Comment: “On the history and limitations of probability updating”. Zbl 07368229
Shafer, Glenn
1
2021
Comment on: “Settle the unsettling: an inferential models perspective”. Zbl 07368230
Liu, Chuanhai; Martin, Ryan
1
2021
Comment on: “On focusing, soft and strong revision of Choquet capacities and their role in statistics”. Zbl 07368232
Augustin, Thomas; Schollmeyer, Georg
1
2021
Stochastic approximation: from statistical origin to big-data, multidisciplinary applications. Zbl 07368238
Lai, Tze Leung; Yuan, Hongsong
1
2021
A general framework for the analysis of adaptive experiments. Zbl 07473928
Marschner, Ian C.
1
2021
Confidence as likelihood. Zbl 07473932
Pawitan, Yudi; Lee, Youngjo
1
2021
Symmetrical and non-symmetrical variants of three-way correspondence analysis for ordered variables. Zbl 07473935
Lombardo, Rosaria; Beh, Eric J.; Kroonenberg, Pieter M.
1
2021
Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan
16
2020
Sparse regression: scalable algorithms and empirical performance. Zbl 07307186
Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart
10
2020
Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J.
9
2020
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
6
2020
Exponential-family models of random graphs: inference in finite, super and infinite population scenarios. Zbl 07307194
Schweinberger, Michael; Krivitsky, Pavel N.; Butts, Carter T.; Stewart, Jonathan R.
5
2020
Quantum science and quantum technology. Zbl 07292496
Wang, Yazhen; Song, Xinyu
4
2020
Checking for prior-data conflict using prior-to-posterior divergences. Zbl 07292511
Nott, David J.; Wang, Xueou; Evans, Michael; Englert, Berthold-Georg
4
2020
Statistical molecule counting in super-resolution fluorescence microscopy: towards quantitative nanoscopy. Zbl 07292498
Staudt, Thomas; Aspelmeier, Timo; Laitenberger, Oskar; Geisler, Claudia; Egner, Alexander; Munk, Axel
3
2020
Matching methods for observational studies derived from large administrative databases. Zbl 07292518
Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R.
3
2020
Statistical methodology in single-molecule experiments. Zbl 07292497
Du, Chao; Kou, S. C.
2
2020
LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. Zbl 07292510
Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi
2
2020
Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. Zbl 07292522
Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A.
2
2020
Model-based approach to the joint analysis of single-cell data on chromatin accessibility and gene expression. Zbl 07292492
Lin, Zhixiang; Zamanighomi, Mahdi; Daley, Timothy; Ma, Shining; Wong, Wing Hung
1
2020
Statistical inference for the evolutionary history of cancer genomes. Zbl 07292500
Dinh, Khanh N.; Jaksik, Roman; Kimmel, Marek; Lambert, Amaury; Tavaré, Simon
1
2020
Laplace’s theories of cognitive illusions, heuristics and biases. Zbl 07292504
Miller, Joshua B.; Gelman, Andrew
1
2020
Fano’s inequality for random variables. Zbl 07292508
Gerchinovitz, Sébastien; Ménard, Pierre; Stoltz, Gilles
1
2020
Comparative study of differentially private data synthesis methods. Zbl 07292514
Bowen, Claire Mckay; Liu, Fang
1
2020
Comment: Matching methods for observational studies derived from large administrative databases. Zbl 07292519
Fredrickson, Mark M.; Errickson, Josh; Hansen, Ben B.
1
2020
Comment: Clarifying endogeneous data structures and consequent modelling choices using causal graphs. Zbl 07292523
Moodie, Erica E. M.; Stephens, David A.
1
2020
A nonparametric super-efficient estimator of the average treatment effect. Zbl 07292536
Benkeser, David; Cai, Weixin; van der Laan, Mark J.
1
2020
On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning. Zbl 07292541
Liu, Lin; Mukherjee, Rajarshi; Robins, James M.
1
2020
Discussion of “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307189
Mazumder, Rahul
1
2020
A look at robustness and stability of \(\ell_1\)-versus \(\ell_0\)-regularization: discussion of papers by Bertsimas et al. and Hastie et al. Zbl 07307191
Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter
1
2020
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
27
2019
Lasso meets horseshoe: a survey. Zbl 1429.62308
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
11
2019
Automated versus do-it-yourself methods for causal inference: lessons learned from a data analysis competition. Zbl 1420.62345
Dorie, Vincent; Hill, Jennifer; Shalit, Uri; Scott, Marc; Cervone, Dan
10
2019
Generalized multiple importance sampling. Zbl 1420.62038
Elvira, Víctor; Martino, Luca; Luengo, David; Bugallo, Mónica F.
8
2019
The geometry of continuous latent space models for network data. Zbl 1429.62433
Smith, Anna L.; Asta, Dena M.; Calder, Catherine A.
6
2019
User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312
Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin
6
2019
Models as approximations. I. Consequences illustrated with linear regression. Zbl 1440.62020
Buja, Andreas; Brown, Lawrence; Berk, Richard; George, Edward; Pitkin, Emil; Traskin, Mikhail; Zhang, Kai; Zhao, Linda
5
2019
Conditionally conjugate mean-field variational Bayes for logistic models. Zbl 1429.62318
Durante, Daniele; Rigon, Tommaso
5
2019
An overview of semiparametric extensions of finite mixture models. Zbl 1429.62272
Xiang, Sijia; Yao, Weixin; Yang, Guangren
4
2019
Statistical analysis of zero-inflated nonnegative continuous data: a review. Zbl 1420.62457
Liu, Lei; Shih, Ya-Chen Tina; Strawderman, Robert L.; Zhang, Daowen; Johnson, Bankole A.; Chai, Haitao
3
2019
Comment: unreasonable effectiveness of Monte Carlo. Zbl 1420.62145
Owen, Art B.
2
2019
Bayes, oracle Bayes and empirical Bayes. Zbl 1420.62023
Efron, Bradley
2
2019
Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060
Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S.
2
2019
Comment: Models are approximations! Zbl 1440.62023
Davison, Anthony C.; Koch, Erwan; Koh, Jonathan
1
2019
Comment: Statistical inference from a predictive perspective. Zbl 1440.62028
Rinaldo, Alessandro; Tibshirani, Ryan J.; Wasserman, Larry
1
2019
Larry Brown’s work on admissibility. Zbl 1440.62004
Johnstone, Iain M.
1
2019
Rejoinder: “Probabilistic integration: a role in statistical computation?”. Zbl 1420.62136
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
1
2019
Comment: Will competition-winning methods for causal inference also succeed in practice? Zbl 1420.62352
Zhao, Qingyuan; Keele, Luke J.; Small, Dylan S.
1
2019
Comment: strengthening empirical evaluation of causal inference methods. Zbl 1420.62349
Jensen, David
1
2019
Recent progress in log-concave density estimation. Zbl 1407.62126
Samworth, Richard J.
21
2018
A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101
Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han
19
2018
Nonparametric shape-restricted regression. Zbl 1407.62135
Guntuboyina, Adityanand; Sen, Bodhisattva
16
2018
Piecewise deterministic Markov processes for continuous-time Monte Carlo. Zbl 1403.62148
Fearnhead, Paul; Bierkens, Joris; Pollock, Murray; Roberts, Gareth O.
16
2018
A review of self-exciting spatio-temporal point processes and their applications. Zbl 1403.62121
Reinhart, Alex
15
2018
Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models. Zbl 1407.62406
McKinley, Trevelyan J.; Vernon, Ian; Andrianakis, Ioannis; McCreesh, Nicky; Oakley, Jeremy E.; Nsubuga, Rebecca N.; Goldstein, Michael; White, Richard G.
9
2018
How the instability of ranks under long memory affects large-sample inference. Zbl 1407.62274
Bai, Shuyang; Taqqu, Murad S.
7
2018
Introduction to double robust methods for incomplete data. Zbl 1397.62176
Seaman, Shaun R.; Vansteelandt, Stijn
5
2018
Bayesian approaches for missing not at random outcome data: the role of identifying restrictions. Zbl 1397.62223
Linero, Antonio R.; Daniels, Michael J.
5
2018
Flexible low-rank statistical modeling with missing data and side information. Zbl 1397.62180
Fithian, William; Mazumder, Rahul
5
2018
Limit theory in monotone function estimation. Zbl 1407.62105
Durot, Cécile; Lopuhaä, Hendrik P.
4
2018
Methods for estimation of convex sets. Zbl 1407.62115
Brunel, Victor-Emmanuel
4
2018
Modeling and inference for infectious disease dynamics: a likelihood-based approach. Zbl 1407.62397
Bretó, Carles
4
2018
Multiple imputation: a review of practical and theoretical findings. Zbl 1397.62052
Murray, Jared S.
4
2018
Causal inference: a missing data perspective. Zbl 1397.62125
Ding, Peng; Li, Fan
4
2018
Editorial: Special issue on “Nonparametric inference under shape constraints”. Zbl 1407.00039
3
2018
A framework for estimation and inference in generalized additive models with shape and order restrictions. Zbl 1407.62278
Meyer, Mary C.
3
2018
Bayesian nonparametrics for stochastic epidemic models. Zbl 1407.62403
Kypraios, Theodore; O’Neill, Philip D.
3
2018
When is a sensitivity parameter exactly that? Zbl 1407.62029
Gustafson, Paul; McCandless, Lawrence C.
3
2018
Rejoinder on: “A review of self-exciting spatio-temporal point processes and their applications”. Zbl 1403.62122
Reinhart, Alex
3
2018
Confidentiality and differential privacy in the dissemination of frequency tables. Zbl 1403.62229
Rinott, Yosef; O’Keefe, Christine M.; Shlomo, Natalie; Skinner, Chris
3
2018
Shape constrained density estimation via penalized Rényi divergence. Zbl 1407.62121
Koenker, Roger; Mizera, Ivan
2
2018
Comparison and assessment of epidemic models. Zbl 1407.62400
Gibson, Gavin J.; Streftaris, George; Thong, David
2
2018
Fractionally differenced Gegenbauer processes with long memory: a review. Zbl 1403.62160
Dissanayake, G. S.; Peiris, M. S.; Proietti, T.
2
2018
Some developments in the theory of shape constrained inference. Zbl 1407.62108
Groeneboom, Piet; Jongbloed, Geurt
1
2018
Shape constraints in economics and operations research. Zbl 1407.62424
Johnson, Andrew L.; Jiang, Daniel R.
1
2018
A conversation with Jon Wellner. Zbl 1407.01015
Banerjee, Moulinath; Samworth, Richard J.
1
2018
Evidence synthesis for stochastic epidemic models. Zbl 1407.62396
Birrell, Paul J.; De Angelis, Daniela; Presanis, Anne M.
1
2018
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47 Kneib, Thomas
47 Molenberghs, Geert
44 Dette, Holger
44 Roberts, Gareth O.
37 Stuart, Andrew M.
36 Sutradhar, Brajendra Chandra
32 Rosenthal, Jeffrey S.
32 Tutz, Gerhard E.
31 Dunson, David Brian
31 Small, Dylan S.
30 Nott, David John
28 Bühlmann, Peter
28 Verbeke, Geert N.
28 Wand, Matthew P.
27 Cordeiro, Gauss Moutinho
27 Hobert, James P.
27 Jasra, Ajay
27 Kauermann, Goran
27 Walker, Stephen Grahm
26 Berger, James Orvis
26 Kubokawa, Tatsuya
26 Martin, Ryan
26 Müller, Peter
25 Ghosh, Malay
24 Drovandi, Christopher C.
24 Genton, Marc G.
24 Lee, Youngjo
24 Ortega, Edwin Moises Marcos
23 Rosenbaum, Paul Richard
22 Eilers, Paul H. C.
22 Farcomeni, Alessio
22 Rue, Håvard
21 Balakrishnan, Narayanaswamy
21 Biswas, Atanu
20 Bickel, David R.
20 Khare, Kshitij
20 Mengersen, Kerrie L.
20 Ntzoufras, Ioannis
19 Carroll, Raymond James
19 Diaconis, Persi Warren
19 Jowaheer, Vandna
19 Munk, Axel
19 Oja, Hannu
19 Tang, Niansheng
19 Wagenmakers, Eric-Jan
18 Beskos, Alexandros
18 Gelman, Andrew
18 Girolami, Mark A.
18 Huang, Jian
18 Huser, Raphaël
18 Lachos Dávila, Víctor Hugo
18 Marzouk, Youssef M.
18 Quintana, Fernando Andrés
18 Raftery, Adrian E.
18 Rubin, Donald Bruce
18 Vannucci, Marina
17 Durban, Maria
17 Fraser, Donald A. S.
17 Friel, Nial
17 Gijbels, Irène
17 Hall, Peter Gavin
17 Jones, Galin L.
17 Kohn, Robert J.
17 Porcu, Emilio
17 Sisson, Scott A.
17 Wang, Ruodu
16 Casella, George
16 Davison, Anthony C.
16 Ding, Peng
16 Fearnhead, Paul
16 Jiang, Jiming
16 Lambert, Philippe
16 Li, Runze
16 Politis, Dimitris Nicolas
16 Song, Xinyuan
16 Strawderman, William Edward
16 Wasserman, Larry Alan
16 Zhang, Xinyu
15 Atkinson, Anthony C.
15 Cancho, Vicente Garibay
15 Chen, Minghui
15 Fan, Jianqing
15 Girard, Stéphane
15 Haran, Murali
15 Ibrahim, Joseph George
15 Morales, Domingo
15 Prünster, Igor
15 Riani, Marco
15 Vansteelandt, Stijn
14 Cai, Tony Tony
14 da Motta Singer, Julio
14 Dey, Dipak Kumar
14 Dominici, Francesca
14 Fahrmeir, Ludwig
14 Gomez Villegas, Miguel Angel
14 Greven, Sonja
14 Griffiths, Robert C.
14 Hand, David J.
14 Lang, Stefan M.
14 Lesaffre, Emmanuel M. E. H.
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