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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: 1,142 Publications (since 1986)
References Indexed: 908 Publications with 38,740 References.
all top 5

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37, No. 1 (2022)
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...and 39 more Volumes
all top 5

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 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 Aldous, David John
5 Brown, Lawrence David
5 Buja, Andreas
5 Evans, Michael John
5 Hand, David J.
5 Hollander, Myles
5 Laird, Nan McKenzie
5 Martin, Ryan R.
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 Chopin, Nicolas
4 de Angelis, Daniela
4 Diaconis, Persi Warren
4 Ding, Peng
4 Girolami, Mark A.
4 Greenland, Sander
4 Holmes, Christopher C.
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 Lee, Youngjo
4 Lehmann, Erich Leo
4 Liu, Chuanhai
4 Müller, Peter
4 Presanis, Anne M.
4 Rousseau, Judith
4 Tchetgen Tchetgen, Eric 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 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 Didelez, Vanessa
3 DuMouchel, William H.
3 Edwards, Anthony W. F.
3 Fan, Jianqing
3 Favaro, Stefano
3 Fisher, Nicholas I.
3 Freedman, David A.
3 Friendly, Michael L.
3 Gastwirth, Joseph Lewis
3 Geller, Nancy L.
...and 1,502 more Authors

Publications by Year

Citations contained in zbMATH Open

771 Publications have been cited 14,081 times in 11,521 Documents Cited by Year
Inference from iterative simulation using multiple sequences. Zbl 1386.65060
Gelman, Andrew; Rubin, Donald B.
769
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.
559
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.
485
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.
328
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.
212
1991
Bayesian experimental design: A review. Zbl 0955.62617
Chaloner, Kathryn; Verdinelli, Isabella
199
1995
Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305
Roberts, Gareth O.; Rosenthal, Jeffrey S.
182
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
168
2012
Bayesian computation and stochastic systems. With comments and reply. Zbl 0955.62552
Besag, Julian; Green, Peter; Higdon, David; Mengersen, Kerrie
163
1995
Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082
Efron, B.; Tibshirani, R.
150
1986
Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545
Berger, James O.; Delampady, Mohan
145
1987
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004
Gelman, Andrew; Meng, Xiao-Li
144
1998
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.
143
2013
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.
133
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.
118
2007
Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017
Genest, Christian; Zidek, James V.
110
1986
Multiple hypothesis testing in microarray experiments. Zbl 1048.62099
Dudoit, Sandrine; Shaffer, Juliet Popper; Boldrick, Jennifer C.
109
2003
A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110
O’Sullivan, Finbarr
105
1986
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
104
2001
Generalized additive models. Zbl 0645.62068
Hastie, Trevor; Tibshirani, Robert
104
1986
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
100
1997
Nonparametric Bayesian data analysis. Zbl 1057.62032
Müller, Peter; Quintana, Fernando A.
100
2004
Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533
Brown, Lawrence D.; Cai, T. Tony; DasGupta, Anirban
98
2001
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
97
2007
Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574
DiCiccio, Thomas J.; Efron, Bradley
96
1996
A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587
Agresti, Alan
94
1992
Statistical modeling of spatial extremes. Zbl 1330.86021
Davison, A. C.; Padoan, S. A.; Ribatet, M.
90
2012
Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309
Jones, Galin L.; Hobert, James P.
89
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.
88
1989
Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538
Ghosh, M.; Rao, J. N. K.
86
1994
Who solved the secretary problem. Zbl 0788.90080
Ferguson, Thomas S.
84
1989
Fisher lecture: Dimension reduction in regression. Zbl 1246.62148
Cook, R. Dennis
83
2007
Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017
Flegal, James M.; Haran, Murali; Jones, Galin L.
82
2008
Survival in dynamic environments. Zbl 1148.62314
Singpurwalla, Nozer D.
79
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
79
1990
A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353
Zhang, Cun-Hui; Zhang, Tong
78
2012
Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541
Reid, N.
77
1988
Nonparametric regression with correlated errors. Zbl 1059.62537
Opsomer, Jean; Wang, Yuedong; Yang, Yuhong
72
2001
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
71
1990
A selective review of group selection in high-dimensional models. Zbl 1331.62347
Huang, Jian; Breheny, Patrick; Ma, Shuangge
67
2012
Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046
Efron, Bradley
66
2008
Model uncertainty. Zbl 1062.62044
Clyde, Merlise; George, Edward I.
66
2004
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.
63
1996
Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058
Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent
60
2008
Classifier technology and the illusion of progress. Zbl 1426.62188
Hand, David J.
59
2006
Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521
Berger, James O.; Liseo, Brunero; Wolpert, Robert L.
58
1999
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
58
2008
Matching methods for causal inference: a review and a look forward. Zbl 1328.62007
Stuart, Elizabeth A.
57
2010
The impact of bootstrap methods on time series analysis. Zbl 1332.62340
Politis, Dimitris N.
57
2003
Confounding and collapsibility in causal inference. Zbl 1059.62506
Greenland, Sander; Robins, James M.; Pearl, Judea
56
1999
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
56
2001
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
56
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.
55
2013
On particle methods for parameter estimation in state-space models. Zbl 1332.62096
Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas
54
2015
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
53
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.
53
1994
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.
52
1995
The interplay of Bayesian and frequentist analysis. Zbl 1062.62001
Bayarri, M. J.; Berger, J. O.
52
2004
The statistical analysis of fMRI data. Zbl 1329.62296
Lindquist, Martin A.
50
2008
An overview on regression models for discrete longitudinal responses. Zbl 1067.62072
Sutradhar, Brajendra C.
50
2003
A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364
Fan, Jianqing
50
2005
Density estimation. Zbl 1100.62558
Sheather, Simon J.
49
2004
Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593
Cox, D. R.; Wermuth, Nanny
49
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
49
1998
Experiments in stochastic computation for high-dimensional graphical models. Zbl 1130.62408
Jones, Beatrix; Carvalho, Carlos; Dobra, Adrian; Hans, Chris; Carter, Chris; West, Mike
49
2005
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.
49
2017
Stochastic models and descriptive statistics for phylogenetic trees, from Yule to today. Zbl 1127.60313
Aldous, David J.
47
2001
Graphical models. Zbl 1057.62001
Jordan, Michael I.
47
2004
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.
46
2001
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
Chu, C.-K.; Marron, J. S.
45
1991
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.
44
1993
Ancestral inference in population genetics. Zbl 0955.62644
Griffiths, R. C.; Tavaré, Simon
44
1994
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.
44
2006
Parrondo’s paradox. Zbl 1059.60503
Harmer, G. P.; Abbott, D.
43
1999
The axioms of subjective probability. Zbl 0604.60004
Fishburn, Peter C.
43
1986
Can one see \(\alpha\)-stable variables and processes? Zbl 0955.60508
Janicki, Aleksander; Weron, Aleksander
43
1994
Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478
Imai, Kosuke; Keele, Luke; Yamamoto, Teppei
43
2010
The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088
Berchtold, André; Raftery, Adrian E.
42
2002
General design Bayesian generalized linear mixed models. Zbl 1129.62063
Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P.
42
2006
A general framework for the parametrization of hierarchical models. Zbl 1246.62195
Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin
42
2007
Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511
Arnold, Barry C.; Castillo, Enrique; Sarabia, José María
41
2001
Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109
Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert
41
2003
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
Statistical methods for DNA sequence segmentation. Zbl 0960.62121
Braun, Jerome V.; Müller, Hans-Georg
41
1998
Particle learning and smoothing. Zbl 1328.62541
Carvalho, Carlos M.; Johannes, Michael S.; Lopes, Hedibert F.; Polson, Nicholas G.
41
2010
Closed form summation for classical distributions: variations on a theme of de Moivre. Zbl 0955.60500
Diaconis, Persi; Zabell, Sandy
40
1991
New important developments in small area estimation. Zbl 1332.62038
Pfeffermann, Danny
40
2013
Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312
Mira, Antonietta
39
2001
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.
38
2010
Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059
Chatterjee, Samprit; Hadi, Ali S.
37
1986
Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529
Maatta, Jon M.; Casella, George
37
1990
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
37
2015
A statistical derivation of the significant-digit law. Zbl 0955.60509
Hill, Theodore P.
36
1995
Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems. Zbl 0955.62553
Evans, Michael; Swartz, Tim
36
1995
Regression theory for categorical time series. Zbl 1055.62095
Fokianos, Konstantinos; Kedem, Benjamin
36
2003
Prediction of future observations in growth curve models. With discussion and a reply by the author. Zbl 0955.62551
Rao, C. Radhakrishna
35
1987
R. A. Fisher and the fiducial argument. Zbl 0955.62521
Zabell, S. L.
35
1992
The roles of conditioning in inference. With comments and rejoinder. Zbl 0955.62524
Reid, N.
35
1995
Covariance adjustment in radomized experiments and observational studies. Zbl 1013.62117
Rosenbaum, Paul R.
35
2002
Principal fitted components for dimension reduction in regression. Zbl 1329.62274
Cook, R. Dennis; Forzani, Liliana
35
2008
The dependent Dirichlet process and related models. Zbl 07474196
Quintana, Fernando A.; Müller, Peter; Jara, Alejandro; Maceachern, Steven N.
1
2022
A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223
Katzfuss, Matthias; Guinness, Joseph
15
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
4
2021
A selective overview of deep learning. Zbl 07368237
Fan, Jianqing; Ma, Cong; Zhong, Yiqiao
4
2021
Additive and multiplicative effects network models. Zbl 07368218
Hoff, Peter
3
2021
Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. Zbl 07368217
Gao, Chao; Ma, Zongming
2
2021
Confidence as likelihood. Zbl 07473932
Pawitan, Yudi; Lee, Youngjo
1
2021
In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936
Zhao, Sen; Witten, Daniela; Shojaie, Ali
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
Judicious judgment meets unsettling updating: dilation, sure loss and Simpson’s paradox. Zbl 07368228
Gong, Ruobin; Meng, Xiao-Li
1
2021
Robust high-dimensional factor models with applications to statistical machine learning. Zbl 07368239
Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao; Zhu, Ziwei
1
2021
Sparse regression: scalable algorithms and empirical performance. Zbl 07307186
Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart
8
2020
Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan
8
2020
Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J.
7
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
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.
3
2020
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
3
2020
Quantum science and quantum technology. Zbl 07292496
Wang, Yazhen; Song, Xinyu
3
2020
Matching methods for observational studies derived from large administrative databases. Zbl 07292518
Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R.
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
Statistical methodology in single-molecule experiments. Zbl 07292497
Du, Chao; Kou, S. C.
2
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
2
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
LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. Zbl 07292510
Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi
1
2020
Comparative study of differentially private data synthesis methods. Zbl 07292514
Bowen, Claire Mckay; Liu, Fang
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
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
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
24
2019
Lasso meets horseshoe: a survey. Zbl 1429.62308
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
6
2019
The geometry of continuous latent space models for network data. Zbl 1429.62433
Smith, Anna L.; Asta, Dena M.; Calder, Catherine A.
5
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
5
2019
An overview of semiparametric extensions of finite mixture models. Zbl 1429.62272
Xiang, Sijia; Yao, Weixin; Yang, Guangren
3
2019
Conditionally conjugate mean-field variational Bayes for logistic models. Zbl 1429.62318
Durante, Daniele; Rigon, Tommaso
3
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
3
2019
User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312
Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin
2
2019
Comment: unreasonable effectiveness of Monte Carlo. Zbl 1420.62145
Owen, Art B.
2
2019
Generalized multiple importance sampling. Zbl 1420.62038
Elvira, Víctor; Martino, Luca; Luengo, David; Bugallo, Mónica F.
2
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
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: 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
Bayes, oracle Bayes and empirical Bayes. Zbl 1420.62023
Efron, Bradley
1
2019
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
18
2018
Recent progress in log-concave density estimation. Zbl 1407.62126
Samworth, Richard J.
15
2018
Piecewise deterministic Markov processes for continuous-time Monte Carlo. Zbl 1403.62148
Fearnhead, Paul; Bierkens, Joris; Pollock, Murray; Roberts, Gareth O.
12
2018
Nonparametric shape-restricted regression. Zbl 1407.62135
Guntuboyina, Adityanand; Sen, Bodhisattva
12
2018
A review of self-exciting spatio-temporal point processes and their applications. Zbl 1403.62121
Reinhart, Alex
9
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.
7
2018
Introduction to double robust methods for incomplete data. Zbl 1397.62176
Seaman, Shaun R.; Vansteelandt, Stijn
5
2018
How the instability of ranks under long memory affects large-sample inference. Zbl 1407.62274
Bai, Shuyang; Taqqu, Murad S.
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.
4
2018
Causal inference: a missing data perspective. Zbl 1397.62125
Ding, Peng; Li, Fan
4
2018
Multiple imputation: a review of practical and theoretical findings. Zbl 1397.62052
Murray, Jared S.
3
2018
Flexible low-rank statistical modeling with missing data and side information. Zbl 1397.62180
Fithian, William; Mazumder, Rahul
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
Editorial: Special issue on “Nonparametric inference under shape constraints”. Zbl 1407.00039
3
2018
Limit theory in monotone function estimation. Zbl 1407.62105
Durot, Cécile; Lopuhaä, Hendrik P.
3
2018
Methods for estimation of convex sets. Zbl 1407.62115
Brunel, Victor-Emmanuel
3
2018
Modeling and inference for infectious disease dynamics: a likelihood-based approach. Zbl 1407.62397
Bretó, Carles
3
2018
Fractionally differenced Gegenbauer processes with long memory: a review. Zbl 1403.62160
Dissanayake, G. S.; Peiris, M. S.; Proietti, T.
2
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
Evidence synthesis for stochastic epidemic models. Zbl 1407.62396
Birrell, Paul J.; De Angelis, Daniela; Presanis, Anne M.
2
2018
Bayesian nonparametrics for stochastic epidemic models. Zbl 1407.62403
Kypraios, Theodore; O’Neill, Philip D.
2
2018
When is a sensitivity parameter exactly that? Zbl 1407.62029
Gustafson, Paul; McCandless, Lawrence C.
2
2018
Multiple imputation for multilevel data with continuous and binary variables. Zbl 1397.62265
Audigier, Vincent; White, Ian R.; Jolani, Shahab; Debray, Thomas P. A.; Quartagno, Matteo; Carpenter, James; van Buuren, Stef; Resche-Rigon, Matthieu
1
2018
Missing information principle: a unified approach for general truncated and censored survival data problems. Zbl 1397.62376
Sun, Yifei; Qin, Jing; Huang, Chiung-Yu
1
2018
Comment on “A review of self-exciting spatio-temporal point processes and their applications” by Alex Reinhart. Zbl 1403.62123
Schoenberg, Frederic Paik
1
2018
Shape constraints in economics and operations research. Zbl 1407.62424
Johnson, Andrew L.; Jiang, Daniel R.
1
2018
A framework for estimation and inference in generalized additive models with shape and order restrictions. Zbl 1407.62278
Meyer, Mary C.
1
2018
A conversation with Jon Wellner. Zbl 1407.01015
Banerjee, Moulinath; Samworth, Richard J.
1
2018
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.
49
2017
Importance sampling: intrinsic dimension and computational cost. Zbl 1442.62026
Agapiou, S.; Papaspiliopoulos, O.; Sanz-Alonso, D.; Stuart, A. M.
30
2017
A paradox from randomization-based causal inference. Zbl 1442.62014
Ding, Peng
14
2017
Logistic regression: from art to science. Zbl 1442.62166
Bertsimas, Dimitris; King, Angela
13
2017
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation. Zbl 1442.62007
Chopin, Nicolas; Ridgway, James
11
2017
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
11
2017
Inference for nonprobability samples. Zbl 1381.62024
Elliott, Michael R.; Valliant, Richard
9
2017
On a general definition of depth for functional data. Zbl 1381.62098
Gijbels, Irène; Nagy, Stanislav
9
2017
Model-assisted survey estimation with modern prediction techniques. Zbl 1381.62060
Breidt, F. Jay; Opsomer, Jean D.
7
2017
Estimation of causal effects with multiple treatments: a review and new ideas. Zbl 1442.62021
Lopez, Michael J.; Gutman, Roee
6
2017
Consistency of the MLE under mixture models. Zbl 1442.62064
Chen, Jiahua
6
2017
The general structure of evidence factors in observational studies. Zbl 1384.62014
Rosenbaum, Paul R.
6
2017
Forecaster’s dilemma: extreme events and forecast evaluation. Zbl 1442.62209
Lerch, Sebastian; Thorarinsdottir, Thordis L.; Ravazzolo, Francesco; Gneiting, Tilmann
5
2017
J. B. S. Haldane’s contribution to the Bayes factor hypothesis test. Zbl 1381.62009
Etz, Alexander; Wagenmakers, Eric-Jan
5
2017
Sufficientness postulates for Gibbs-type priors and hierarchical generalizations. Zbl 1383.62079
Bacallado, S.; Battiston, M.; Favaro, S.; Trippa, L.
5
2017
Hierarchical sparse modeling: a choice of two group Lasso formulations. Zbl 1442.62162
Yan, Xiaohan; Bien, Jacob
5
2017
Principles of experimental design for big data analysis. Zbl 1442.62174
Drovandi, Christopher C.; Holmes, Christopher C.; McGree, James M.; Mengersen, Kerrie; Richardson, Sylvia; Ryan, Elizabeth G.
4
2017
Probability sampling designs: principles for choice of design and balancing. Zbl 1381.62032
Tillé, Yves; Wilhelm, Matthieu
3
2017
Construction of weights in surveys: a review. Zbl 1381.62025
Haziza, David; Beaumont, Jean-François
3
2017
Fitting regression models to survey data. Zbl 1381.62274
Lumley, Thomas; Scott, Alastair
3
2017
Combining survey data with other data sources. Zbl 1381.62026
Lohr, Sharon L.; Raghunathan, Trivellore E.
3
2017
Instrumental variable estimation with a stochastic monotonicity assumption. Zbl 1383.62290
Small, Dylan S.; Tan, Zhiqiang; Ramsahai, Roland R.; Lorch, Scott A.; Brookhart, M. Alan
3
2017
Contemporary frequentist views of the \(2\times 2\) binomial trial. Zbl 1384.62115
Ripamonti, Enrico; Lloyd, Chris; Quatto, Piero
3
2017
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46 Kneib, Thomas
46 Molenberghs, Geert
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36 Stuart, Andrew M.
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31 Tutz, Gerhard E.
30 Dunson, David Brian
30 Nott, David John
29 Rosenthal, Jeffrey S.
27 Small, Dylan S.
27 Wand, Matthew P.
26 Berger, James Orvis
26 Bühlmann, Peter
26 Hobert, James P.
26 Kauermann, Goran
26 Verbeke, Geert N.
26 Walker, Stephen Grahm
25 Ghosh, Malay
24 Cordeiro, Gauss Moutinho
24 Jasra, Ajay
24 Martin, Ryan R.
24 Müller, Peter
23 Drovandi, Christopher C.
23 Genton, Marc G.
23 Kubokawa, Tatsuya
23 Lee, Youngjo
22 Eilers, Paul H. C.
21 Biswas, Atanu
21 Farcomeni, Alessio
21 Ortega, Edwin Moises Marcos
21 Rosenbaum, Paul Richard
21 Rue, Håvard
20 Khare, Kshitij
19 Mengersen, Kerrie L.
19 Munk, Axel
19 Ntzoufras, Ioannis
19 Oja, Hannu
18 Balakrishnan, Narayanaswamy
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17 Gijbels, Irène
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17 Jones, Galin L.
17 Jowaheer, Vandna
17 Kohn, Robert J.
17 Lachos Dávila, Víctor Hugo
17 Raftery, Adrian E.
17 Rubin, Donald Bruce
17 Tang, Niansheng
16 Bickel, David R.
16 Casella, George
16 Ding, Peng
16 Durban, Maria
16 Fearnhead, Paul
16 Fraser, Donald A. S.
16 Huser, Raphaël
16 Lambert, Philippe
16 Li, Runze
16 Marzouk, Youssef M.
16 Quintana, Fernando Andrés
16 Sisson, Scott A.
16 Strawderman, William Edward
16 Vannucci, Marina
16 Wang, Ruodu
15 Chen, Minghui
15 Davison, Anthony C.
15 Gelman, Andrew
15 Ibrahim, Joseph George
15 Jiang, Jiming
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15 Wagenmakers, Eric-Jan
14 Atkinson, Anthony C.
14 Cai, Tony Tony
14 Dey, Dipak Kumar
14 Fahrmeir, Ludwig
14 Fan, Jianqing
14 Gomez Villegas, Miguel Angel
14 Griffiths, Robert C.
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14 Lang, Stefan M.
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14 Prünster, Igor
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