## 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.sshttps://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.
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### Latest Issues

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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 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
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### Fields

 1,022 Statistics (62-XX) 262 History and biography (01-XX) 116 Probability theory and stochastic processes (60-XX) 73 Biology and other natural sciences (92-XX) 67 Numerical analysis (65-XX) 44 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 35 Computer science (68-XX) 25 Geophysics (86-XX) 15 General and overarching topics; collections (00-XX) 13 Operations research, mathematical programming (90-XX) 11 Information and communication theory, circuits (94-XX) 7 Astronomy and astrophysics (85-XX) 6 Combinatorics (05-XX) 6 Quantum theory (81-XX) 2 Measure and integration (28-XX) 2 Dynamical systems and ergodic theory (37-XX) 1 Mathematical logic and foundations (03-XX) 1 Real functions (26-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral transforms, operational calculus (44-XX) 1 Functional analysis (46-XX) 1 General topology (54-XX) 1 Mechanics of particles and systems (70-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Systems theory; control (93-XX)

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Flexible smoothing with $$B$$-splines and penalties. With comments and a rejoinder by the authors. Zbl 0955.62562
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Design and analysis of computer experiments. With comments and a rejoinder by the authors. Zbl 0955.62619
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Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525
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That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author. Zbl 0955.62500
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Bayesian experimental design: A review. Zbl 0955.62617
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Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305
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2001
A unified framework for high-dimensional analysis of $$M$$-estimators with decomposable regularizers. Zbl 1331.62350
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2012
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1995
Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082
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1986
Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545
1987
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004
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1998
MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132
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2013
Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling. Zbl 1100.62032
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Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Zbl 1246.62073
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Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017
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1986
Multiple hypothesis testing in microarray experiments. Zbl 1048.62099
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A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110
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Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
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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
1997
Nonparametric Bayesian data analysis. Zbl 1057.62032
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2004
Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533
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2001
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
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Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574
1996
A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587
Agresti, Alan
1992
Statistical modeling of spatial extremes. Zbl 1330.86021
Davison, A. C.; Padoan, S. A.; Ribatet, M.
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Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309
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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
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1989
Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538
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Who solved the secretary problem. Zbl 0788.90080
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Fisher lecture: Dimension reduction in regression. Zbl 1246.62148
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Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017
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Survival in dynamic environments. Zbl 1148.62314
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1995
Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors. Zbl 0955.62542
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1990
A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353
Zhang, Cun-Hui; Zhang, Tong
2012
Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541
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1988
Nonparametric regression with correlated errors. Zbl 1059.62537
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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
1990
A selective review of group selection in high-dimensional models. Zbl 1331.62347
Huang, Jian; Breheny, Patrick; Ma, Shuangge
2012
Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046
2008
Model uncertainty. Zbl 1062.62044
Clyde, Merlise; George, Edward I.
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.
1996
Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058
Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent
2008
Classifier technology and the illusion of progress. Zbl 1426.62188
Hand, David J.
2006
Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521
Berger, James O.; Liseo, Brunero; Wolpert, Robert L.
1999
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
2008
Matching methods for causal inference: a review and a look forward. Zbl 1328.62007
Stuart, Elizabeth A.
2010
The impact of bootstrap methods on time series analysis. Zbl 1332.62340
Politis, Dimitris N.
2003
Confounding and collapsibility in causal inference. Zbl 1059.62506
Greenland, Sander; Robins, James M.; Pearl, Judea
1999
A general projection framework for constrained smoothing. Zbl 1059.62535
Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P.
2001
Bootstraps for time series. Zbl 1013.62048
Bühlmann, Peter
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.
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
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
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.
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.
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The interplay of Bayesian and frequentist analysis. Zbl 1062.62001
Bayarri, M. J.; Berger, J. O.
2004
The statistical analysis of fMRI data. Zbl 1329.62296
Lindquist, Martin A.
2008
An overview on regression models for discrete longitudinal responses. Zbl 1067.62072
2003
A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364
Fan, Jianqing
2005
Density estimation. Zbl 1100.62558
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2004
Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593
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1993
R. A. Fisher in the 21st century. Invited paper presented at the 1996 R. A. Fisher lecture. (With comments). Zbl 1074.01536
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
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.
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Stochastic models and descriptive statistics for phylogenetic trees, from Yule to today. Zbl 1127.60313
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2001
Graphical models. Zbl 1057.62001
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2004
Understanding the shape of the hazard rate: A process point of view. (With comments and a rejoinder). Zbl 1059.62613
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2001
Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561
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1991
Bayesian analysis in expert systems. With comments and a rejoinder by the authors. Zbl 0955.62523
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1993
Ancestral inference in population genetics. Zbl 0955.62644
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1994
Threshold regression for survival analysis: modeling event times by a stochastic process reaching a boundary. Zbl 1129.62095
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2006
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1999
The axioms of subjective probability. Zbl 0604.60004
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1986
Can one see $$\alpha$$-stable variables and processes? Zbl 0955.60508
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1994
Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478
Imai, Kosuke; Keele, Luke; Yamamoto, Teppei
2010
The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088
2002
General design Bayesian generalized linear mixed models. Zbl 1129.62063
Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P.
2006
A general framework for the parametrization of hierarchical models. Zbl 1246.62195
Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin
2007
Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511
Arnold, Barry C.; Castillo, Enrique; Sarabia, José María
2001
Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109
Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert
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.
1993
Statistical methods for DNA sequence segmentation. Zbl 0960.62121
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1998
Particle learning and smoothing. Zbl 1328.62541
Carvalho, Carlos M.; Johannes, Michael S.; Lopes, Hedibert F.; Polson, Nicholas G.
2010
Closed form summation for classical distributions: variations on a theme of de Moivre. Zbl 0955.60500
Diaconis, Persi; Zabell, Sandy
1991
New important developments in small area estimation. Zbl 1332.62038
Pfeffermann, Danny
2013
Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312
Mira, Antonietta
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.
2010
Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059
1986
Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529
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1990
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
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2015
A statistical derivation of the significant-digit law. Zbl 0955.60509
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1995
Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems. Zbl 0955.62553
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1995
Regression theory for categorical time series. Zbl 1055.62095
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2003
Prediction of future observations in growth curve models. With discussion and a reply by the author. Zbl 0955.62551
1987
R. A. Fisher and the fiducial argument. Zbl 0955.62521
Zabell, S. L.
1992
The roles of conditioning in inference. With comments and rejoinder. Zbl 0955.62524
Reid, N.
1995
Rosenbaum, Paul R.
2002
Principal fitted components for dimension reduction in regression. Zbl 1329.62274
Cook, R. Dennis; Forzani, Liliana
2008
The dependent Dirichlet process and related models. Zbl 07474196
Quintana, Fernando A.; Müller, Peter; Jara, Alejandro; Maceachern, Steven N.
2022
A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223
Katzfuss, Matthias; Guinness, Joseph
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
2021
A selective overview of deep learning. Zbl 07368237
Fan, Jianqing; Ma, Cong; Zhong, Yiqiao
2021
Additive and multiplicative effects network models. Zbl 07368218
Hoff, Peter
2021
Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. Zbl 07368217
Gao, Chao; Ma, Zongming
2021
Confidence as likelihood. Zbl 07473932
Pawitan, Yudi; Lee, Youngjo
2021
In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936
Zhao, Sen; Witten, Daniela; Shojaie, Ali
2021
A statistical framework for modern network science. Zbl 07368219
Crane, Harry; Dempsey, Walter
2021
On estimation and inference in latent structure random graphs. Zbl 07368220
Athreya, Avanti; Tang, Minh; Park, Youngser; Priebe, Carey E.
2021
Judicious judgment meets unsettling updating: dilation, sure loss and Simpson’s paradox. Zbl 07368228
Gong, Ruobin; Meng, Xiao-Li
2021
Robust high-dimensional factor models with applications to statistical machine learning. Zbl 07368239
Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao; Zhu, Ziwei
2021
Sparse regression: scalable algorithms and empirical performance. Zbl 07307186
Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart
2020
Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan
2020
Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193
Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J.
2020
Checking for prior-data conflict using prior-to-posterior divergences. Zbl 07292511
Nott, David J.; Wang, Xueou; Evans, Michael; Englert, Berthold-Georg
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.
2020
Invariance, causality and robustness. Zbl 07292527
Bühlmann, Peter
2020
Quantum science and quantum technology. Zbl 07292496
Wang, Yazhen; Song, Xinyu
2020
Matching methods for observational studies derived from large administrative databases. Zbl 07292518
Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R.
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.
2020
Statistical methodology in single-molecule experiments. Zbl 07292497
Du, Chao; Kou, S. C.
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
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
2020
LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. Zbl 07292510
Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi
2020
Comparative study of differentially private data synthesis methods. Zbl 07292514
Bowen, Claire Mckay; Liu, Fang
2020
A nonparametric super-efficient estimator of the average treatment effect. Zbl 07292536
Benkeser, David; Cai, Weixin; van der Laan, Mark J.
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.
2020
Statistical inference for the evolutionary history of cancer genomes. Zbl 07292500
Dinh, Khanh N.; Jaksik, Roman; Kimmel, Marek; Lambert, Amaury; Tavaré, Simon
2020
Laplace’s theories of cognitive illusions, heuristics and biases. Zbl 07292504
Miller, Joshua B.; Gelman, Andrew
2020
Fano’s inequality for random variables. Zbl 07292508
Gerchinovitz, Sébastien; Ménard, Pierre; Stoltz, Gilles
2020
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
2019
Lasso meets horseshoe: a survey. Zbl 1429.62308
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon
2019
The geometry of continuous latent space models for network data. Zbl 1429.62433
Smith, Anna L.; Asta, Dena M.; Calder, Catherine A.
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
2019
An overview of semiparametric extensions of finite mixture models. Zbl 1429.62272
Xiang, Sijia; Yao, Weixin; Yang, Guangren
2019
Conditionally conjugate mean-field variational Bayes for logistic models. Zbl 1429.62318
Durante, Daniele; Rigon, Tommaso
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
2019
User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312
Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin
2019
Comment: unreasonable effectiveness of Monte Carlo. Zbl 1420.62145
Owen, Art B.
2019
Generalized multiple importance sampling. Zbl 1420.62038
Elvira, Víctor; Martino, Luca; Luengo, David; Bugallo, Mónica F.
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
2019
Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060
Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S.
2019
Comment: Statistical inference from a predictive perspective. Zbl 1440.62028
Rinaldo, Alessandro; Tibshirani, Ryan J.; Wasserman, Larry
2019
Larry Brown’s work on admissibility. Zbl 1440.62004
Johnstone, Iain M.
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
2019
Bayes, oracle Bayes and empirical Bayes. Zbl 1420.62023
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
2018
Recent progress in log-concave density estimation. Zbl 1407.62126
Samworth, Richard J.
2018
Piecewise deterministic Markov processes for continuous-time Monte Carlo. Zbl 1403.62148
Fearnhead, Paul; Bierkens, Joris; Pollock, Murray; Roberts, Gareth O.
2018
Nonparametric shape-restricted regression. Zbl 1407.62135
2018
A review of self-exciting spatio-temporal point processes and their applications. Zbl 1403.62121
Reinhart, Alex
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.
2018
Introduction to double robust methods for incomplete data. Zbl 1397.62176
Seaman, Shaun R.; Vansteelandt, Stijn
2018
How the instability of ranks under long memory affects large-sample inference. Zbl 1407.62274
2018
Bayesian approaches for missing not at random outcome data: the role of identifying restrictions. Zbl 1397.62223
Linero, Antonio R.; Daniels, Michael J.
2018
Causal inference: a missing data perspective. Zbl 1397.62125
Ding, Peng; Li, Fan
2018
Multiple imputation: a review of practical and theoretical findings. Zbl 1397.62052
Murray, Jared S.
2018
Flexible low-rank statistical modeling with missing data and side information. Zbl 1397.62180
Fithian, William; Mazumder, Rahul
2018
Rejoinder on: “A review of self-exciting spatio-temporal point processes and their applications”. Zbl 1403.62122
Reinhart, Alex
2018
Confidentiality and differential privacy in the dissemination of frequency tables. Zbl 1403.62229
Rinott, Yosef; O&rsquo;Keefe, Christine M.; Shlomo, Natalie; Skinner, Chris
2018
Editorial: Special issue on “Nonparametric inference under shape constraints”. Zbl 1407.00039
2018
Limit theory in monotone function estimation. Zbl 1407.62105
Durot, Cécile; Lopuhaä, Hendrik P.
2018
Methods for estimation of convex sets. Zbl 1407.62115
Brunel, Victor-Emmanuel
2018
Modeling and inference for infectious disease dynamics: a likelihood-based approach. Zbl 1407.62397
Bretó, Carles
2018
Fractionally differenced Gegenbauer processes with long memory: a review. Zbl 1403.62160
Dissanayake, G. S.; Peiris, M. S.; Proietti, T.
2018
Shape constrained density estimation via penalized Rényi divergence. Zbl 1407.62121
Koenker, Roger; Mizera, Ivan
2018
Comparison and assessment of epidemic models. Zbl 1407.62400
Gibson, Gavin J.; Streftaris, George; Thong, David
2018
Evidence synthesis for stochastic epidemic models. Zbl 1407.62396
Birrell, Paul J.; De Angelis, Daniela; Presanis, Anne M.
2018
Bayesian nonparametrics for stochastic epidemic models. Zbl 1407.62403
Kypraios, Theodore; O&rsquo;Neill, Philip D.
2018
When is a sensitivity parameter exactly that? Zbl 1407.62029
Gustafson, Paul; McCandless, Lawrence C.
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
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
2018
Comment on “A review of self-exciting spatio-temporal point processes and their applications” by Alex Reinhart. Zbl 1403.62123
Schoenberg, Frederic Paik
2018
Shape constraints in economics and operations research. Zbl 1407.62424
Johnson, Andrew L.; Jiang, Daniel R.
2018
A framework for estimation and inference in generalized additive models with shape and order restrictions. Zbl 1407.62278
Meyer, Mary C.
2018
A conversation with Jon Wellner. Zbl 1407.01015
Banerjee, Moulinath; Samworth, Richard J.
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.
2017
Importance sampling: intrinsic dimension and computational cost. Zbl 1442.62026
Agapiou, S.; Papaspiliopoulos, O.; Sanz-Alonso, D.; Stuart, A. M.
2017
A paradox from randomization-based causal inference. Zbl 1442.62014
Ding, Peng
2017
Logistic regression: from art to science. Zbl 1442.62166
Bertsimas, Dimitris; King, Angela
2017
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation. Zbl 1442.62007
Chopin, Nicolas; Ridgway, James
2017
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
2017
Inference for nonprobability samples. Zbl 1381.62024
Elliott, Michael R.; Valliant, Richard
2017
On a general definition of depth for functional data. Zbl 1381.62098
Gijbels, Irène; Nagy, Stanislav
2017
Model-assisted survey estimation with modern prediction techniques. Zbl 1381.62060
Breidt, F. Jay; Opsomer, Jean D.
2017
Estimation of causal effects with multiple treatments: a review and new ideas. Zbl 1442.62021
Lopez, Michael J.; Gutman, Roee
2017
Consistency of the MLE under mixture models. Zbl 1442.62064
Chen, Jiahua
2017
The general structure of evidence factors in observational studies. Zbl 1384.62014
Rosenbaum, Paul R.
2017
Forecaster’s dilemma: extreme events and forecast evaluation. Zbl 1442.62209
Lerch, Sebastian; Thorarinsdottir, Thordis L.; Ravazzolo, Francesco; Gneiting, Tilmann
2017
J. B. S. Haldane’s contribution to the Bayes factor hypothesis test. Zbl 1381.62009
Etz, Alexander; Wagenmakers, Eric-Jan
2017
Sufficientness postulates for Gibbs-type priors and hierarchical generalizations. Zbl 1383.62079
Bacallado, S.; Battiston, M.; Favaro, S.; Trippa, L.
2017
Hierarchical sparse modeling: a choice of two group Lasso formulations. Zbl 1442.62162
Yan, Xiaohan; Bien, Jacob
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.
2017
Probability sampling designs: principles for choice of design and balancing. Zbl 1381.62032
Tillé, Yves; Wilhelm, Matthieu
2017
Construction of weights in surveys: a review. Zbl 1381.62025
Haziza, David; Beaumont, Jean-François
2017
Fitting regression models to survey data. Zbl 1381.62274
Lumley, Thomas; Scott, Alastair
2017
Combining survey data with other data sources. Zbl 1381.62026
Lohr, Sharon L.; Raghunathan, Trivellore E.
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
2017
Contemporary frequentist views of the $$2\times 2$$ binomial trial. Zbl 1384.62115
Ripamonti, Enrico; Lloyd, Chris; Quatto, Piero
2017
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### Cited by 15,977 Authors

 46 Kneib, Thomas 46 Molenberghs, Geert 43 Dette, Holger 40 Roberts, Gareth O. 36 Stuart, Andrew M. 35 Sutradhar, Brajendra Chandra 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 18 Carroll, Raymond James 18 Diaconis, Persi Warren 18 Huang, Jian 17 Friel, Nial 17 Gijbels, Irène 17 Girolami, Mark A. 17 Hall, Peter Gavin 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 15 Riani, Marco 15 Song, Xinyuan 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. 14 Hand, David J. 14 Haran, Murali 14 Lang, Stefan M. 14 Lin, Lu 14 Morales, Domingo 14 Pettitt, Anthony N. 14 Pillai, Natesh S. 14 Politis, Dimitris Nicolas 14 Prünster, Igor 14 Sun, Dongchu 14 Tran, Minh Ngoc 14 Van der Laan, Mark Johannes 14 Vansteelandt, Stijn 14 Wasserman, Larry Alan 14 Zhang, Xinyu 13 Aerts, Marc 13 Agresti, Alan ...and 15,877 more Authors
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### Cited in 571 Journals

 733 Computational Statistics and Data Analysis 527 Journal of Statistical Planning and Inference 429 The Annals of Statistics 410 Statistical Science 329 The Annals of Applied Statistics 319 Biometrics 290 Journal of Statistical Computation and Simulation 285 Journal of Multivariate Analysis 284 Journal of Applied Statistics 277 Statistics and Computing 272 Electronic Journal of Statistics 268 Communications in Statistics. Theory and Methods 262 Statistics & Probability Letters 240 Journal of the American Statistical Association 186 Computational Statistics 165 Journal of Econometrics 146 Communications in Statistics. Simulation and Computation 139 European Journal of Operational Research 129 Bernoulli 127 The Canadian Journal of Statistics 127 Test 124 Psychometrika 124 Statistical Modelling 115 Journal of Computational and Graphical Statistics 110 Bayesian Analysis 102 Journal of Agricultural, Biological, and Environmental Statistics 92 Scandinavian Journal of Statistics 91 SIAM/ASA Journal on Uncertainty Quantification 90 Annals of the Institute of Statistical Mathematics 83 Journal of Nonparametric Statistics 78 Biometrical Journal 78 Journal of Mathematical Psychology 77 International Journal of Approximate Reasoning 76 Statistical Papers 76 Journal of Machine Learning Research (JMLR) 72 Statistical Methods and Applications 66 Journal of Statistical Theory and Practice 64 The Annals of Applied Probability 62 Theoretical Population Biology 62 Journal of the Korean Statistical Society 61 Lifetime Data Analysis 59 Statistics 58 Journal of Computational Physics 55 Computer Methods in Applied Mechanics and Engineering 52 Mathematical Biosciences 52 Journal of the Royal Statistical Society. Series B. Statistical Methodology 52 AStA. Advances in Statistical Analysis 49 Metrika 48 Extremes 48 Statistical Methodology 47 Insurance Mathematics & Economics 45 Stochastic Processes and their Applications 45 Brazilian Journal of Probability and Statistics 44 Machine Learning 44 Statistica Sinica 40 SIAM Journal on Scientific Computing 39 Methodology and Computing in Applied Probability 39 Econometric Theory 38 Advances in Applied Probability 37 Journal of Applied Probability 36 Australian & New Zealand Journal of Statistics 36 Journal of Theoretical Biology 31 Journal of Computational and Applied Mathematics 31 Neural Computation 30 Journal of Statistical Physics 30 Advances in Data Analysis and Classification. ADAC 29 Automatica 29 Statistical Analysis and Data Mining 29 Sankhyā. Series A 29 Sankhyā. Series B 28 Journal of Global Optimization 28 Statistical Applications in Genetics and Molecular Biology 26 Linear Algebra and its Applications 26 Quantitative Finance 26 Statistics Surveys 25 Journal of Time Series Analysis 24 Artificial Intelligence 24 Bulletin of Mathematical Biology 24 International Statistical Review 24 Sequential Analysis 24 Applied Mathematical Modelling 23 Applied Mathematics and Computation 23 Information Sciences 23 Metron 23 Biostatistics 23 Statistical Methods in Medical Research 22 Kybernetika 22 Annals of Operations Research 22 Chaos 22 Computational Geosciences 21 Mathematical Geosciences 21 Journal of Probability and Statistics 20 Inverse Problems 20 Computers & Operations Research 20 Journal of the Royal Statistical Society. Series C. Applied Statistics 19 Fuzzy Sets and Systems 18 Journal of Mathematical Biology 18 The Annals of Probability 18 Journal of Economic Theory 18 Operations Research ...and 471 more Journals
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### Cited in 59 Fields

 9,402 Statistics (62-XX) 1,970 Numerical analysis (65-XX) 1,665 Probability theory and stochastic processes (60-XX) 812 Biology and other natural sciences (92-XX) 743 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 689 Computer science (68-XX) 576 Operations research, mathematical programming (90-XX) 205 Combinatorics (05-XX) 187 Geophysics (86-XX) 151 History and biography (01-XX) 149 Information and communication theory, circuits (94-XX) 132 Systems theory; control (93-XX) 84 Statistical mechanics, structure of matter (82-XX) 83 Partial differential equations (35-XX) 82 Dynamical systems and ergodic theory (37-XX) 75 Linear and multilinear algebra; matrix theory (15-XX) 69 Fluid mechanics (76-XX) 67 Mechanics of deformable solids (74-XX) 51 Quantum theory (81-XX) 47 Mathematical logic and foundations (03-XX) 44 Functional analysis (46-XX) 43 Approximations and expansions (41-XX) 40 General and overarching topics; collections (00-XX) 36 Special functions (33-XX) 35 Calculus of variations and optimal control; optimization (49-XX) 29 Harmonic analysis on Euclidean spaces (42-XX) 28 Operator theory (47-XX) 27 Astronomy and astrophysics (85-XX) 23 Ordinary differential equations (34-XX) 22 Relativity and gravitational theory (83-XX) 19 Convex and discrete geometry (52-XX) 19 Differential geometry (53-XX) 18 Number theory (11-XX) 18 Real functions (26-XX) 17 Measure and integration (28-XX) 14 Optics, electromagnetic theory (78-XX) 14 Classical thermodynamics, heat transfer (80-XX) 13 Integral equations (45-XX) 13 Mathematics education (97-XX) 7 Difference and functional equations (39-XX) 7 Global analysis, analysis on manifolds (58-XX) 6 Order, lattices, ordered algebraic structures (06-XX) 6 Group theory and generalizations (20-XX) 6 Integral transforms, operational calculus (44-XX) 6 General topology (54-XX) 6 Mechanics of particles and systems (70-XX) 5 Geometry (51-XX) 4 Abstract harmonic analysis (43-XX) 4 Manifolds and cell complexes (57-XX) 3 Commutative algebra (13-XX) 3 Potential theory (31-XX) 2 Field theory and polynomials (12-XX) 2 Sequences, series, summability (40-XX) 2 Algebraic topology (55-XX) 1 Algebraic geometry (14-XX) 1 Nonassociative rings and algebras (17-XX) 1 Topological groups, Lie groups (22-XX) 1 Functions of a complex variable (30-XX) 1 Several complex variables and analytic spaces (32-XX)