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: 1,117 Publications (since 1986) References Indexed: 820 Publications with 35,166 References. all top 5 Latest Issues 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) 11, No. 1 (1996) 10, No. 4 (1995) 10, No. 3 (1995) ...and 36 more Volumes all top 5 Authors 14 Stigler, Stephen M. 13 Efron, Bradley 12 Gelman, Andrew 11 Fienberg, Stephen Elliot 10 Shafer, Glenn R. 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 Rosenbaum, Paul Richard 7 Rubin, Donald Bruce 7 Wasserman, Larry Alan 6 Davison, Anthony C. 6 Fraser, Donald A. S. 6 Genest, Christian 6 Lindley, Dennis Victor 6 Little, Roderick J. A. 6 Olkin, Ingram 6 Robert, Christian P. Robert 6 Robins, James M. 5 Aldous, David John 5 Buja, Andreas 5 Hand, David J. 5 Hollander, Myles 5 Martin, Ryan R. 5 Molenberghs, Geert 5 Morris, Carl N. 5 Mukhopadhyay, Nitis 5 Roberts, Gareth O. 5 Sacks, Jerome 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 Brown, Lawrence David 4 Chopin, Nicolas 4 de Angelis, Daniela 4 Diaconis, Persi Warren 4 Evans, Michael John 4 Girolami, Mark A. 4 Greenland, Sander 4 Holmes, Christopher C. 4 Jones, Galin L. 4 Jordan, Michael Irwin 4 Koenker, Roger W. 4 Lai, Tze Leung 4 Laird, Nan McKenzie 4 Lehmann, Erich Leo 4 Liu, Chuanhai 4 Mengersen, Kerrie L. 4 Presanis, Anne M. 4 Rousseau, Judith 4 VanderWeele, Tyler J. 4 Vansteelandt, Stijn 4 Verbeke, Geert N. 4 Wells, Martin T. 4 Zabell, Sandy L. 4 Zhao, Linda 3 Barry, Daniel 3 Bayarri, Maria J. 3 Bertsimas, Dimitris John 3 Bowden, Jack 3 Buckland, Stephen T. 3 Carroll, Raymond James 3 Consonni, Guido 3 Cook, Ralph Dennis 3 Crane, Harry 3 DasGupta, Anirban 3 Davidian, Marie 3 Dawid, Alexander Philip 3 Didelez, Vanessa 3 Ding, Peng 3 DuMouchel, William H. 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. 3 Genton, Marc G. 3 Gneiting, Tilmann 3 Goeman, Jelle J. 3 Good, Irving John (Jack) 3 Gustafson, Paul 3 Imai, Kosuke 3 Kadane, Joseph Born 3 Kass, Robert E. 3 King, Gary 3 Korn, Edward L. ...and 1,430 more Authors all top 5 Fields 998 Statistics (62-XX) 260 History and biography (01-XX) 115 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 726 Publications have been cited 12,630 times in 10,385 Documents Cited by ▼ Year ▼ Inference from iterative simulation using multiple sequences. Zbl 1386.65060Gelman, Andrew; Rubin, Donald B. 685 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. 517 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. 446 1989 Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525Hoeting, Jennifer A.; Madigan, David; Raftery, Adrian E.; Volinsky, Chris T. 298 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. 203 1991 Bayesian experimental design: A review. Zbl 0955.62617Chaloner, Kathryn; Verdinelli, Isabella 187 1995 Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305Roberts, Gareth O.; Rosenthal, Jeffrey S. 157 2001 Bayesian computation and stochastic systems. With comments and reply. Zbl 0955.62552Besag, Julian; Green, Peter; Higdon, David; Mengersen, Kerrie 151 1995 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 143 2012 Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545Berger, James O.; Delampady, Mohan 137 1987 Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082Efron, B.; Tibshirani, R. 136 1986 Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004Gelman, Andrew; Meng, Xiao-Li 135 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. 125 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. 123 2005 Multiple hypothesis testing in microarray experiments. Zbl 1048.62099Dudoit, Sandrine; Shaffer, Juliet Popper; Boldrick, Jennifer C. 107 2003 Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017Genest, Christian; Zidek, James V. 106 1986 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. 100 2007 A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110O’Sullivan, Finbarr 98 1986 Nonparametric Bayesian data analysis. Zbl 1057.62032Müller, Peter; Quintana, Fernando A. 96 2004 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 94 1997 Generalized additive models. Zbl 0645.62068Hastie, Trevor; Tibshirani, Robert 93 1986 Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505Breiman, Leo 91 2001 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 90 2007 Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533Brown, Lawrence D.; Cai, T. Tony; DasGupta, Anirban 90 2001 Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574DiCiccio, Thomas J.; Efron, Bradley 89 1996 A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587Agresti, Alan 87 1992 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. 85 1989 Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538Ghosh, M.; Rao, J. N. K. 83 1994 Who solved the secretary problem. Zbl 0788.90080Ferguson, Thomas S. 78 1989 Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309Jones, Galin L.; Hobert, James P. 78 2001 Survival in dynamic environments. Zbl 1148.62314Singpurwalla, Nozer D. 76 1995 Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541Reid, N. 74 1988 Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors. Zbl 0955.62542Arratia, Richard; Goldstein, Larry; Gordon, Louis 73 1990 Statistical modeling of spatial extremes. Zbl 1330.86021Davison, A. C.; Padoan, S. A.; Ribatet, M. 72 2012 Fisher lecture: Dimension reduction in regression. Zbl 1246.62148Cook, R. Dennis 68 2007 Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017Flegal, James M.; Haran, Murali; Jones, Galin L. 67 2008 Nonparametric regression with correlated errors. Zbl 1059.62537Opsomer, Jean; Wang, Yuedong; Yang, Yuhong 67 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 66 1990 A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353Zhang, Cun-Hui; Zhang, Tong 62 2012 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. 60 1996 Model uncertainty. Zbl 1062.62044Clyde, Merlise; George, Edward I. 59 2004 Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046Efron, Bradley 58 2008 A selective review of group selection in high-dimensional models. Zbl 1331.62347Huang, Jian; Breheny, Patrick; Ma, Shuangge 55 2012 High-breakdown robust multivariate methods. Zbl 1327.62328Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan 55 2008 Classifier technology and the illusion of progress. Zbl 1426.62188Hand, David J. 55 2006 Neural networks: A review from a statistical perspective. With comments and a rejoinder by the authors. Zbl 0955.62589Cheng, Bing; Titterington, D. M. 54 1994 Confounding and collapsibility in causal inference. Zbl 1059.62506Greenland, Sander; Robins, James M.; Pearl, Judea 54 1999 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 53 2001 The impact of bootstrap methods on time series analysis. Zbl 1332.62340Politis, Dimitris N. 52 2003 Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent 52 2008 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 52 1988 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 51 2002 Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521Berger, James O.; Liseo, Brunero; Wolpert, Robert L. 51 1999 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. 49 1995 A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364Fan, Jianqing 49 2005 On particle methods for parameter estimation in state-space models. Zbl 1332.62096Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas 48 2015 Matching methods for causal inference: a review and a look forward. Zbl 1328.62007Stuart, Elizabeth A. 48 2010 Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593Cox, D. R.; Wermuth, Nanny 47 1993 Experiments in stochastic computation for high-dimensional graphical models. Zbl 1130.62408Jones, Beatrix; Carvalho, Carlos; Dobra, Adrian; Hans, Chris; Carter, Chris; West, Mike 47 2005 R. A. Fisher in the 21st century. Invited paper presented at the 1996 R. A. Fisher lecture. (With comments). Zbl 1074.01536Efron, Bradley 46 1998 Stochastic models and descriptive statistics for phylogenetic trees, from Yule to today. Zbl 1127.60313Aldous, David J. 46 2001 The interplay of Bayesian and frequentist analysis. Zbl 1062.62001Bayarri, M. J.; Berger, J. O. 46 2004 The statistical analysis of fMRI data. Zbl 1329.62296Lindquist, Martin A. 45 2008 An overview on regression models for discrete longitudinal responses. Zbl 1067.62072Sutradhar, Brajendra C. 45 2003 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561Chu, C.-K.; Marron, J. S. 44 1991 Ancestral inference in population genetics. Zbl 0955.62644Griffiths, R. C.; Tavaré, Simon 44 1994 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. 44 2001 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. 43 2013 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. 43 1993 Graphical models. Zbl 1057.62001Jordan, Michael I. 43 2004 Density estimation. Zbl 1100.62558Sheather, Simon J. 42 2004 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 Can one see \(\alpha\)-stable variables and processes? Zbl 0955.60508Janicki, Aleksander; Weron, Aleksander 41 1994 Statistical methods for DNA sequence segmentation. Zbl 0960.62121Braun, Jerome V.; Müller, Hans-Georg 40 1998 The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088Berchtold, André; Raftery, Adrian E. 40 2002 Parrondo’s paradox. Zbl 1059.60503Harmer, G. P.; Abbott, D. 40 1999 Threshold regression for survival analysis: modeling event times by a stochastic process reaching a boundary. Zbl 1129.62095Lee, Mei-Ling Ting; Whitmore, G. A. 40 2006 General design Bayesian generalized linear mixed models. Zbl 1129.62063Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P. 40 2006 The axioms of subjective probability. Zbl 0604.60004Fishburn, Peter C. 39 1986 Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert 39 2003 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 Closed form summation for classical distributions: variations on a theme of de Moivre. Zbl 0955.60500Diaconis, Persi; Zabell, Sandy 38 1991 Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511Arnold, Barry C.; Castillo, Enrique; Sarabia, José María 38 2001 Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478Imai, Kosuke; Keele, Luke; Yamamoto, Teppei 38 2010 A general framework for the parametrization of hierarchical models. Zbl 1246.62195Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin 36 2007 Methods for approximating integrals in statistics with special emphasis on Bayesian integration problems. Zbl 0955.62553Evans, Michael; Swartz, Tim 36 1995 Particle learning and smoothing. Zbl 1328.62541Carvalho, Carlos M.; Johannes, Michael S.; Lopes, Hedibert F.; Polson, Nicholas G. 36 2010 Prediction of future observations in growth curve models. With discussion and a reply by the author. Zbl 0955.62551Rao, C. Radhakrishna 35 1987 Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529Maatta, Jon M.; Casella, George 35 1990 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. 34 2017 The geometry of asymptotic inference. With comments and a rejoinder by the author. Zbl 0955.62513Kass, Robert E. 34 1989 Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059Chatterjee, Samprit; Hadi, Ali S. 34 1986 New important developments in small area estimation. Zbl 1332.62038Pfeffermann, Danny 33 2013 R. A. Fisher and the fiducial argument. Zbl 0955.62521Zabell, S. L. 33 1992 The roles of conditioning in inference. With comments and rejoinder. Zbl 0955.62524Reid, N. 33 1995 R. A. Fisher and the making of maximum likelihood 1912–1922. Zbl 0955.62525Aldrich, John 33 1997 Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312Mira, Antonietta 33 2001 Regression theory for categorical time series. Zbl 1055.62095Fokianos, Konstantinos; Kedem, Benjamin 32 2003 Asymptotics via empirical processes. With comments and a rejoinder by the author. Zbl 0955.60517Pollard, David 31 1989 Comment on J. Neyman and causal inference in experiments and observational studies: ”On the application of probability theory to agricultural experiments. Essay on principles. Section 9” [Ann. Agric. Sci. 10 (1923), 1–51]. Zbl 0955.01559Rubin, Donald B. 31 1990 A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223Katzfuss, Matthias; Guinness, Joseph 2 2021 Sparse regression: scalable algorithms and empirical performance. Zbl 07307186Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart 2 2020 Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan 2 2020 Quantum science and quantum technology. Zbl 07292496Wang, Yazhen; Song, Xinyu 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 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. 1 2020 Invariance, causality and robustness. Zbl 07292527Bühlmann, Peter 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 Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J. 1 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. 1 2020 Probabilistic integration: a role in statistical computation? Zbl 1420.62135Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino 22 2019 Lasso meets horseshoe: a survey. Zbl 1429.62308Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 3 2019 Comment: unreasonable effectiveness of Monte Carlo. Zbl 1420.62145Owen, Art B. 2 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 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 The geometry of continuous latent space models for network data. Zbl 1429.62433Smith, Anna L.; Asta, Dena M.; Calder, Catherine A. 2 2019 User-friendly covariance estimation for heavy-tailed distributions. Zbl 1429.62312Ke, Yuan; Minsker, Stanislav; Ren, Zhao; Sun, Qiang; Zhou, Wen-Xin 2 2019 Conditionally conjugate mean-field variational Bayes for logistic models. Zbl 1429.62318Durante, Daniele; Rigon, Tommaso 2 2019 Generalized multiple importance sampling. Zbl 1420.62038Elvira, Víctor; Martino, Luca; Luengo, David; Bugallo, Mónica F. 1 2019 An overview of semiparametric extensions of finite mixture models. Zbl 1429.62272Xiang, Sijia; Yao, Weixin; Yang, Guangren 1 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 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 10 2018 Recent progress in log-concave density estimation. Zbl 1407.62126Samworth, Richard J. 7 2018 Nonparametric shape-restricted regression. Zbl 1407.62135Guntuboyina, Adityanand; Sen, Bodhisattva 7 2018 Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models. Zbl 1407.62406McKinley, Trevelyan J.; Vernon, Ian; Andrianakis, Ioannis; McCreesh, Nicky; Oakley, Jeremy E.; Nsubuga, Rebecca N.; Goldstein, Michael; White, Richard G. 6 2018 Piecewise deterministic Markov processes for continuous-time Monte Carlo. Zbl 1403.62148Fearnhead, Paul; Bierkens, Joris; Pollock, Murray; Roberts, Gareth O. 6 2018 How the instability of ranks under long memory affects large-sample inference. Zbl 1407.62274Bai, Shuyang; Taqqu, Murad S. 5 2018 Limit theory in monotone function estimation. Zbl 1407.62105Durot, Cécile; Lopuhaä, Hendrik P. 3 2018 Introduction to double robust methods for incomplete data. Zbl 1397.62176Seaman, Shaun R.; Vansteelandt, Stijn 3 2018 Flexible low-rank statistical modeling with missing data and side information. Zbl 1397.62180Fithian, William; Mazumder, Rahul 3 2018 A review of self-exciting spatio-temporal point processes and their applications. Zbl 1403.62121Reinhart, Alex 3 2018 Modeling and inference for infectious disease dynamics: a likelihood-based approach. Zbl 1407.62397Bretó, Carles 2 2018 When is a sensitivity parameter exactly that? Zbl 1407.62029Gustafson, Paul; McCandless, Lawrence C. 2 2018 Shape constrained density estimation via penalized Rényi divergence. Zbl 1407.62121Koenker, Roger; Mizera, Ivan 2 2018 Methods for estimation of convex sets. Zbl 1407.62115Brunel, Victor-Emmanuel 2 2018 Multiple imputation: a review of practical and theoretical findings. Zbl 1397.62052Murray, Jared S. 2 2018 Bayesian approaches for missing not at random outcome data: the role of identifying restrictions. Zbl 1397.62223Linero, Antonio R.; Daniels, Michael J. 2 2018 Causal inference: a missing data perspective. Zbl 1397.62125Ding, Peng; Li, Fan 2 2018 Rejoinder on: “A review of self-exciting spatio-temporal point processes and their applications”. Zbl 1403.62122Reinhart, Alex 2 2018 Confidentiality and differential privacy in the dissemination of frequency tables. Zbl 1403.62229Rinott, Yosef; O’Keefe, Christine M.; Shlomo, Natalie; Skinner, Chris 2 2018 Comparison and assessment of epidemic models. Zbl 1407.62400Gibson, Gavin J.; Streftaris, George; Thong, David 1 2018 Editorial: Special issue on “Nonparametric inference under shape constraints”. Zbl 1407.00039Samworth, Richard J.; Sen, Bodhisattva 1 2018 A conversation with Jon Wellner. Zbl 1407.01015Banerjee, Moulinath; Samworth, Richard J. 1 2018 Fractionally differenced Gegenbauer processes with long memory: a review. Zbl 1403.62160Dissanayake, G. S.; Peiris, M. S.; Proietti, T. 1 2018 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. 34 2017 Importance sampling: intrinsic dimension and computational cost. Zbl 1442.62026Agapiou, S.; Papaspiliopoulos, O.; Sanz-Alonso, D.; Stuart, A. M. 27 2017 A paradox from randomization-based causal inference. Zbl 1442.62014Ding, Peng 12 2017 Spherical process models for global spatial statistics. Zbl 1381.62091Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G. 10 2017 Logistic regression: from art to science. Zbl 1442.62166Bertsimas, Dimitris; King, Angela 10 2017 Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation. Zbl 1442.62007Chopin, Nicolas; Ridgway, James 8 2017 Inference for nonprobability samples. Zbl 1381.62024Elliott, Michael R.; Valliant, Richard 6 2017 Model-assisted survey estimation with modern prediction techniques. Zbl 1381.62060Breidt, F. Jay; Opsomer, Jean D. 5 2017 J. B. S. Haldane’s contribution to the Bayes factor hypothesis test. Zbl 1381.62009Etz, Alexander; Wagenmakers, Eric-Jan 5 2017 The general structure of evidence factors in observational studies. Zbl 1384.62014Rosenbaum, Paul R. 5 2017 On a general definition of depth for functional data. Zbl 1381.62098Gijbels, Irène; Nagy, Stanislav 5 2017 Sufficientness postulates for Gibbs-type priors and hierarchical generalizations. Zbl 1383.62079Bacallado, S.; Battiston, M.; Favaro, S.; Trippa, L. 4 2017 Hierarchical sparse modeling: a choice of two group Lasso formulations. Zbl 1442.62162Yan, Xiaohan; Bien, Jacob 4 2017 Consistency of the MLE under mixture models. 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Zbl 1332.62096Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas 48 2015 ...and 626 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 14,356 Authors 46 Molenberghs, Geert 44 Kneib, Thomas 43 Dette, Holger 38 Roberts, Gareth O. 34 Stuart, Andrew M. 31 Sutradhar, Brajendra Chandra 29 Tutz, Gerhard E. 27 Dunson, David Brian 27 Rosenthal, Jeffrey S. 25 Berger, James Orvis 25 Verbeke, Geert N. 24 Ghosh, Malay 24 Jasra, Ajay 24 Kauermann, Goran 24 Small, Dylan S. 24 Wand, Matthew P. 23 Walker, Stephen Grahm 22 Bühlmann, Peter 22 Kubokawa, Tatsuya 21 Biswas, Atanu 21 Eilers, Paul H. 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