Statistical ScienceA 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. all top 5 Latest Issues 37, No. 1 (2022) 36, No. 4 (2021) 36, No. 3 (2021) 36, No. 2 (2021) 36, No. 1 (2021) 35, No. 4 (2020) 35, No. 3 (2020) 35, No. 2 (2020) 35, No. 1 (2020) 34, No. 4 (2019) 34, No. 3 (2019) 34, No. 2 (2019) 34, No. 1 (2019) 33, No. 4 (2018) 33, No. 3 (2018) 33, No. 2 (2018) 33, No. 1 (2018) 32, No. 4 (2017) 32, No. 3 (2017) 32, No. 2 (2017) 32, No. 1 (2017) 31, No. 4 (2016) 31, No. 3 (2016) 31, No. 2 (2016) 31, No. 1 (2016) 30, No. 4 (2015) 30, No. 3 (2015) 30, No. 2 (2015) 30, No. 1 (2015) 29, No. 4 (2014) 29, No. 3 (2014) 29, No. 2 (2014) 29, No. 1 (2014) 28, No. 4 (2013) 28, No. 3 (2013) 28, No. 2 (2013) 28, No. 1 (2013) 27, No. 4 (2012) 27, No. 3 (2012) 27, No. 2 (2012) 27, No. 1 (2012) 26, No. 4 (2011) 26, No. 3 (2011) 26, No. 2 (2011) 26, No. 1 (2011) 25, No. 4 (2010) 25, No. 3 (2010) 25, No. 2 (2010) 25, No. 1 (2010) 24, No. 4 (2009) 24, No. 3 (2009) 24, No. 2 (2009) 24, No. 1 (2009) 23, No. 4 (2008) 23, No. 3 (2008) 23, No. 2 (2008) 23, No. 1 (2008) 22, No. 4 (2007) 22, No. 3 (2007) 22, No. 2 (2007) 22, No. 1 (2007) 21, No. 4 (2006) 21, No. 3 (2006) 21, No. 2 (2006) 21, No. 1 (2006) 20, No. 4 (2005) 20, No. 3 (2005) 20, No. 2 (2005) 20, No. 1 (2005) 19, No. 4 (2004) 19, No. 3 (2004) 19, No. 2 (2004) 19, No. 1 (2004) 18, No. 4 (2003) 18, No. 3 (2003) 18, No. 2 (2003) 18, No. 1 (2003) 17, No. 4 (2002) 17, No. 3 (2002) 17, No. 2 (2002) 17, No. 1 (2002) 16, No. 4 (2001) 16, No. 3 (2001) 16, No. 2 (2001) 16, No. 1 (2001) 15, No. 3 (2000) 14, No. 4 (1999) 14, No. 3 (1999) 14, No. 2 (1999) 14, No. 1 (1999) 13, No. 4 (1998) 13, No. 3 (1998) 13, No. 2 (1998) 13, No. 1 (1998) 12, No. 4 (1997) 12, No. 3 (1997) 12, No. 1 (1997) 11, No. 4 (1996) 11, No. 3 (1996) 11, No. 2 (1996) ...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 all top 5 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) Publications by Year all cited Publications top 5 cited Publications 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 1386.65060Gelman, Andrew; Rubin, Donald B. 769 1992 Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors. Zbl 0955.62562Eilers, Paul H. C.; Marx, Brian D. 559 1996 Design and analysis of computer experiments. With comments and a rejoinder by the authors. Zbl 0955.62619Sacks, Jerome; Welch, William J.; Mitchell, Toby J.; Wynn, Henry P. 485 1989 Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525Hoeting, 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 0955.62500Robinson, G. K. 212 1991 Bayesian experimental design: A review. Zbl 0955.62617Chaloner, Kathryn; Verdinelli, Isabella 199 1995 Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305Roberts, Gareth O.; Rosenthal, Jeffrey S. 182 2001 A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin 168 2012 Bayesian computation and stochastic systems. With comments and reply. Zbl 0955.62552Besag, Julian; Green, Peter; Higdon, David; Mengersen, Kerrie 163 1995 Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082Efron, B.; Tibshirani, R. 150 1986 Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545Berger, James O.; Delampady, Mohan 145 1987 Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004Gelman, Andrew; Meng, Xiao-Li 144 1998 MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132Cotter, 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 1100.62032Jasra, 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 1246.62073Kang, Joseph D. Y.; Schafer, Joseph L. 118 2007 Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017Genest, Christian; Zidek, James V. 110 1986 Multiple hypothesis testing in microarray experiments. Zbl 1048.62099Dudoit, Sandrine; Shaffer, Juliet Popper; Boldrick, Jennifer C. 109 2003 A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110O’Sullivan, Finbarr 105 1986 Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505Breiman, Leo 104 2001 Generalized additive models. Zbl 0645.62068Hastie, 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 0955.62608Portnoy, Stephen; Koenker, Roger 100 1997 Nonparametric Bayesian data analysis. Zbl 1057.62032Müller, Peter; Quintana, Fernando A. 100 2004 Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533Brown, Lawrence D.; Cai, T. Tony; DasGupta, Anirban 98 2001 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 97 2007 Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574DiCiccio, Thomas J.; Efron, Bradley 96 1996 A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587Agresti, Alan 94 1992 Statistical modeling of spatial extremes. Zbl 1330.86021Davison, A. C.; Padoan, S. A.; Ribatet, M. 90 2012 Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309Jones, 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 0955.62646Smith, Richard L. 88 1989 Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538Ghosh, M.; Rao, J. N. K. 86 1994 Who solved the secretary problem. Zbl 0788.90080Ferguson, Thomas S. 84 1989 Fisher lecture: Dimension reduction in regression. Zbl 1246.62148Cook, R. Dennis 83 2007 Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017Flegal, James M.; Haran, Murali; Jones, Galin L. 82 2008 Survival in dynamic environments. Zbl 1148.62314Singpurwalla, Nozer D. 79 1995 Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors. Zbl 0955.62542Arratia, Richard; Goldstein, Larry; Gordon, Louis 79 1990 A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353Zhang, Cun-Hui; Zhang, Tong 78 2012 Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541Reid, N. 77 1988 Nonparametric regression with correlated errors. Zbl 1059.62537Opsomer, 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 0955.01560Splawa-Neyman, Jerzy 71 1990 A selective review of group selection in high-dimensional models. Zbl 1331.62347Huang, Jian; Breheny, Patrick; Ma, Shuangge 67 2012 Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046Efron, Bradley 66 2008 Model uncertainty. Zbl 1062.62044Clyde, Merlise; George, Edward I. 66 2004 Bioequivalence trials, intersection-union tests and equivalence confidence sets. With comments and a rejoinder by the authors. Zbl 0955.62555Berger, Roger L.; Hsu, Jason C. 63 1996 Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent 60 2008 Classifier technology and the illusion of progress. Zbl 1426.62188Hand, David J. 59 2006 Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521Berger, James O.; Liseo, Brunero; Wolpert, Robert L. 58 1999 High-breakdown robust multivariate methods. Zbl 1327.62328Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan 58 2008 Matching methods for causal inference: a review and a look forward. Zbl 1328.62007Stuart, Elizabeth A. 57 2010 The impact of bootstrap methods on time series analysis. Zbl 1332.62340Politis, Dimitris N. 57 2003 Confounding and collapsibility in causal inference. Zbl 1059.62506Greenland, Sander; Robins, James M.; Pearl, Judea 56 1999 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 56 2001 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 56 2002 A comparative review of dimension reduction methods in approximate Bayesian computation. Zbl 1331.62123Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. 55 2013 On particle methods for parameter estimation in state-space models. Zbl 1332.62096Kantas, 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 0955.62616Hedayat, 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 0955.62589Cheng, Bing; Titterington, D. M. 53 1994 Self-similarity in high-speed packet traffic: analysis and modeling of Ethernet traffic measurements. Zbl 1148.90310Willinger, Walter; Taqqu, Murad S.; Leland, Will E.; Wilson, Daniel V. 52 1995 The interplay of Bayesian and frequentist analysis. Zbl 1062.62001Bayarri, M. J.; Berger, J. O. 52 2004 The statistical analysis of fMRI data. Zbl 1329.62296Lindquist, Martin A. 50 2008 An overview on regression models for discrete longitudinal responses. Zbl 1067.62072Sutradhar, Brajendra C. 50 2003 A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364Fan, Jianqing 50 2005 Density estimation. Zbl 1100.62558Sheather, Simon J. 49 2004 Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593Cox, 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 1074.01536Efron, Bradley 49 1998 Experiments in stochastic computation for high-dimensional graphical models. Zbl 1130.62408Jones, 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 1442.62060Simpson, 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 1127.60313Aldous, David J. 47 2001 Graphical models. Zbl 1057.62001Jordan, Michael I. 47 2004 Understanding the shape of the hazard rate: A process point of view. (With comments and a rejoinder). Zbl 1059.62613Aalen, Odd O.; Gjessing, Håkon K. 46 2001 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561Chu, C.-K.; Marron, J. S. 45 1991 Bayesian analysis in expert systems. With comments and a rejoinder by the authors. Zbl 0955.62523Spiegelhalter, David J.; Dawid, A. Philip; Lauritzen, Steffen L.; Cowell, Robert G. 44 1993 Ancestral inference in population genetics. Zbl 0955.62644Griffiths, R. C.; Tavaré, Simon 44 1994 Threshold regression for survival analysis: modeling event times by a stochastic process reaching a boundary. Zbl 1129.62095Lee, Mei-Ling Ting; Whitmore, G. A. 44 2006 Parrondo’s paradox. Zbl 1059.60503Harmer, G. P.; Abbott, D. 43 1999 The axioms of subjective probability. Zbl 0604.60004Fishburn, Peter C. 43 1986 Can one see \(\alpha\)-stable variables and processes? Zbl 0955.60508Janicki, Aleksander; Weron, Aleksander 43 1994 Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478Imai, Kosuke; Keele, Luke; Yamamoto, Teppei 43 2010 The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088Berchtold, André; Raftery, Adrian E. 42 2002 General design Bayesian generalized linear mixed models. Zbl 1129.62063Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P. 42 2006 A general framework for the parametrization of hierarchical models. Zbl 1246.62195Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin 42 2007 Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511Arnold, Barry C.; Castillo, Enrique; Sarabia, José María 41 2001 Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert 41 2003 Regression models for discrete longitudinal responses. With comments and a rejoinder by the authors. Zbl 0955.62614Fitzmaurice, Garrett M.; Laird, Nan M.; Rotnitzky, Andrea G. 41 1993 Statistical methods for DNA sequence segmentation. Zbl 0960.62121Braun, Jerome V.; Müller, Hans-Georg 41 1998 Particle learning and smoothing. Zbl 1328.62541Carvalho, 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 0955.60500Diaconis, Persi; Zabell, Sandy 40 1991 New important developments in small area estimation. Zbl 1332.62038Pfeffermann, Danny 40 2013 Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312Mira, Antonietta 39 2001 A family of generalized linear models for repeated measures with normal and conjugate random effects. Zbl 1329.62342Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B.; Vieira, Afrânio M. C. 38 2010 Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059Chatterjee, Samprit; Hadi, Ali S. 37 1986 Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529Maatta, Jon M.; Casella, George 37 1990 Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010Genton, Marc G.; Kleiber, William 37 2015 A statistical derivation of the significant-digit law. Zbl 0955.60509Hill, Theodore P. 36 1995 Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems. Zbl 0955.62553Evans, Michael; Swartz, Tim 36 1995 Regression theory for categorical time series. Zbl 1055.62095Fokianos, Konstantinos; Kedem, Benjamin 36 2003 Prediction of future observations in growth curve models. With discussion and a reply by the author. Zbl 0955.62551Rao, C. Radhakrishna 35 1987 R. A. Fisher and the fiducial argument. Zbl 0955.62521Zabell, S. L. 35 1992 The roles of conditioning in inference. With comments and rejoinder. Zbl 0955.62524Reid, N. 35 1995 Covariance adjustment in radomized experiments and observational studies. Zbl 1013.62117Rosenbaum, Paul R. 35 2002 Principal fitted components for dimension reduction in regression. Zbl 1329.62274Cook, R. Dennis; Forzani, Liliana 35 2008 The dependent Dirichlet process and related models. Zbl 07474196Quintana, Fernando A.; Müller, Peter; Jara, Alejandro; Maceachern, Steven N. 1 2022 A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223Katzfuss, Matthias; Guinness, Joseph 15 2021 A unified primal dual active set algorithm for nonconvex sparse recovery. Zbl 07368234Huang, Jian; Jiao, Yuling; Jin, Bangti; Liu, Jin; Lu, Xiliang; Yang, Can 4 2021 A selective overview of deep learning. Zbl 07368237Fan, Jianqing; Ma, Cong; Zhong, Yiqiao 4 2021 Additive and multiplicative effects network models. Zbl 07368218Hoff, Peter 3 2021 Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. Zbl 07368217Gao, Chao; Ma, Zongming 2 2021 Confidence as likelihood. Zbl 07473932Pawitan, Yudi; Lee, Youngjo 1 2021 In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936Zhao, Sen; Witten, Daniela; Shojaie, Ali 1 2021 A statistical framework for modern network science. Zbl 07368219Crane, Harry; Dempsey, Walter 1 2021 On estimation and inference in latent structure random graphs. Zbl 07368220Athreya, Avanti; Tang, Minh; Park, Youngser; Priebe, Carey E. 1 2021 Judicious judgment meets unsettling updating: dilation, sure loss and Simpson’s paradox. Zbl 07368228Gong, Ruobin; Meng, Xiao-Li 1 2021 Robust high-dimensional factor models with applications to statistical machine learning. Zbl 07368239Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao; Zhu, Ziwei 1 2021 Sparse regression: scalable algorithms and empirical performance. Zbl 07307186Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart 8 2020 Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan 8 2020 Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J. 7 2020 Checking for prior-data conflict using prior-to-posterior divergences. Zbl 07292511Nott, 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 07307194Schweinberger, Michael; Krivitsky, Pavel N.; Butts, Carter T.; Stewart, Jonathan R. 3 2020 Invariance, causality and robustness. Zbl 07292527Bühlmann, Peter 3 2020 Quantum science and quantum technology. Zbl 07292496Wang, Yazhen; Song, Xinyu 3 2020 Matching methods for observational studies derived from large administrative databases. Zbl 07292518Yu, 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 07292522Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A. 2 2020 Statistical methodology in single-molecule experiments. Zbl 07292497Du, Chao; Kou, S. C. 2 2020 Statistical molecule counting in super-resolution fluorescence microscopy: towards quantitative nanoscopy. Zbl 07292498Staudt, 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 07307191Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter 1 2020 LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. Zbl 07292510Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi 1 2020 Comparative study of differentially private data synthesis methods. Zbl 07292514Bowen, Claire Mckay; Liu, Fang 1 2020 A nonparametric super-efficient estimator of the average treatment effect. Zbl 07292536Benkeser, 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 07292541Liu, Lin; Mukherjee, Rajarshi; Robins, James M. 1 2020 Statistical inference for the evolutionary history of cancer genomes. Zbl 07292500Dinh, Khanh N.; Jaksik, Roman; Kimmel, Marek; Lambert, Amaury; Tavaré, Simon 1 2020 Laplace’s theories of cognitive illusions, heuristics and biases. Zbl 07292504Miller, Joshua B.; Gelman, Andrew 1 2020 Fano’s inequality for random variables. Zbl 07292508Gerchinovitz, Sébastien; Ménard, Pierre; Stoltz, Gilles 1 2020 Probabilistic integration: a role in statistical computation? Zbl 1420.62135Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino 24 2019 Lasso meets horseshoe: a survey. Zbl 1429.62308Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 6 2019 The geometry of continuous latent space models for network data. Zbl 1429.62433Smith, 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 1420.62345Dorie, Vincent; Hill, Jennifer; Shalit, Uri; Scott, Marc; Cervone, Dan 5 2019 An overview of semiparametric extensions of finite mixture models. Zbl 1429.62272Xiang, Sijia; Yao, Weixin; Yang, Guangren 3 2019 Conditionally conjugate mean-field variational Bayes for logistic models. Zbl 1429.62318Durante, Daniele; Rigon, Tommaso 3 2019 Models as approximations. I. Consequences illustrated with linear regression. Zbl 1440.62020Buja, 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 1429.62312Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin 2 2019 Comment: unreasonable effectiveness of Monte Carlo. Zbl 1420.62145Owen, Art B. 2 2019 Generalized multiple importance sampling. Zbl 1420.62038Elvira, Víctor; Martino, Luca; Luengo, David; Bugallo, Mónica F. 2 2019 Statistical analysis of zero-inflated nonnegative continuous data: a review. Zbl 1420.62457Liu, 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 1420.62060Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S. 2 2019 Comment: Statistical inference from a predictive perspective. Zbl 1440.62028Rinaldo, Alessandro; Tibshirani, Ryan J.; Wasserman, Larry 1 2019 Larry Brown’s work on admissibility. Zbl 1440.62004Johnstone, Iain M. 1 2019 Rejoinder: “Probabilistic integration: a role in statistical computation?”. Zbl 1420.62136Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino 1 2019 Bayes, oracle Bayes and empirical Bayes. Zbl 1420.62023Efron, Bradley 1 2019 A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han 18 2018 Recent progress in log-concave density estimation. Zbl 1407.62126Samworth, Richard J. 15 2018 Piecewise deterministic Markov processes for continuous-time Monte Carlo. 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Zbl 1384.62115Ripamonti, Enrico; Lloyd, Chris; Quatto, Piero 3 2017 ...and 671 more Documents all cited Publications top 5 cited Publications all top 5 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. 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