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: 1,174 Publications (since 1986) References Indexed: 947 Publications with 41,198 References. all top 5 Latest Issues 37, No. 4 (2022) 37, No. 3 (2022) 37, No. 2 (2022) 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) ...and 42 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 Aldous, David John 6 Davison, Anthony C. 6 Fraser, Donald A. S. 6 Genest, Christian 6 Little, Roderick J. A. 6 Olkin, Ingram 6 Robert, Christian P. Robert 6 Robins, James M. 6 Sacks, Jerome 5 Brown, Lawrence David 5 Buja, Andreas 5 Diaconis, Persi Warren 5 Evans, Michael John 5 Hand, David J. 5 Hollander, Myles 5 Holmes, Christopher C. 5 Laird, Nan McKenzie 5 Lee, Youngjo 5 Martin, Ryan 5 Mengersen, Kerrie L. 5 Molenberghs, Geert 5 Morris, Carl N. 5 Mukhopadhyay, Nitis 5 Roberts, Gareth O. 5 Simpson, Daniel Peter 5 Singpurwalla, Nozer D. 5 Spiegelhalter, David J. 4 Atkinson, Anthony C. 4 Berk, Richard A. 4 Bickel, Peter John 4 Brillinger, David R. 4 Chambers, John McKinley 4 Chopin, Nicolas 4 de Angelis, Daniela 4 Ding, Peng 4 Girolami, Mark A. 4 Goeman, Jelle J. 4 Greenland, Sander 4 Jones, Galin L. 4 Jordan, Michael Irwin 4 Kass, Robert E. 4 Koenker, Roger W. 4 Lai, Tze Leung 4 Le Cam, Lucien Marie 4 Lehmann, Erich Leo 4 Liu, Chuanhai 4 Müller, Peter 4 Presanis, Anne M. 4 Rousseau, Judith 4 Tchetgen Tchetgen, Eric J. 4 Tibshirani, Ryan J. 4 VanderWeele, Tyler J. 4 Vansteelandt, Stijn 4 Verbeke, Geert N. 4 Vovk, Vladimir G. 4 Wells, Martin T. 4 Zabell, Sandy L. 4 Zhao, Linda 3 Barry, Daniel 3 Bayarri, Maria J. 3 Beran, Rudolf J. 3 Bertsimas, Dimitris John 3 Bjørnstad, Jan F. 3 Bowden, Jack 3 Buckland, Stephen T. 3 Carroll, Raymond James 3 Consonni, Guido 3 Cook, Ralph Dennis 3 Cox, David Roxbee 3 Crane, Harry 3 Cressie, Noel A. C. 3 DasGupta, Anirban 3 Davidian, Marie 3 Dawid, Alexander Philip 3 DiCiccio, Thomas J. 3 Didelez, Vanessa 3 Diggle, Peter John 3 DuMouchel, William H. 3 Edwards, Anthony W. F. 3 Fan, Jianqing ...and 1,573 more Authors all top 5 Fields 1,054 Statistics (62-XX) 261 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) 18 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 803 Publications have been cited 15,392 times in 12,452 Documents Cited by ▼ Year ▼ Inference from iterative simulation using multiple sequences. Zbl 1386.65060Gelman, Andrew; Rubin, Donald B. 840 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. 597 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. 515 1989 Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525Hoeting, Jennifer A.; Madigan, David; Raftery, Adrian E.; Volinsky, Chris T. 354 1999 That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author. Zbl 0955.62500Robinson, G. K. 230 1991 Bayesian experimental design: A review. Zbl 0955.62617Chaloner, Kathryn; Verdinelli, Isabella 215 1995 Optimal scaling for various Metropolis-Hastings algorithms. Zbl 1127.65305Roberts, Gareth O.; Rosenthal, Jeffrey S. 200 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 188 2012 Bayesian computation and stochastic systems. With comments and reply. Zbl 0955.62552Besag, Julian; Green, Peter; Higdon, David; Mengersen, Kerrie 165 1995 Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Zbl 0587.62082Efron, B.; Tibshirani, R. 163 1986 Testing precise hypotheses. With comments and a rejoinder by the authors. Zbl 0955.62545Berger, James O.; Delampady, Mohan 160 1987 MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132Cotter, S. L.; Roberts, G. O.; Stuart, A. M.; White, D. 155 2013 Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004Gelman, Andrew; Meng, Xiao-Li 154 1998 Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling. Zbl 1100.62032Jasra, A.; Holmes, C. C.; Stephens, D. A. 140 2005 Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Zbl 1246.62073Kang, Joseph D. Y.; Schafer, Joseph L. 131 2007 Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505Breiman, Leo 120 2001 Interval estimation for a binomial proportion. (With comments and a rejoinder). Zbl 1059.62533Brown, Lawrence D.; Cai, T. Tony; DasGupta, Anirban 114 2001 Multiple hypothesis testing in microarray experiments. Zbl 1048.62099Dudoit, Sandrine; Shaffer, Juliet Popper; Boldrick, Jennifer C. 114 2003 A statistical perspective on ill-posed inverse problems (with discussion). Zbl 0625.62110O’Sullivan, Finbarr 114 1986 Combining probability distributions: A critique and an annotated bibliography. Zbl 0587.62017Genest, Christian; Zidek, James V. 113 1986 Bootstrap confidence intervals. With comments and a rejoinder by the authors. Zbl 0955.62574DiCiccio, Thomas J.; Efron, Bradley 110 1996 Generalized additive models. Zbl 0645.62068Hastie, Trevor; Tibshirani, Robert 109 1986 Nonparametric Bayesian data analysis. Zbl 1057.62032Müller, Peter; Quintana, Fernando A. 104 2004 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 104 2007 The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators. With comments by Ronald A. Thisted and M. R. Osborne and a rejoinder by the authors. Zbl 0955.62608Portnoy, Stephen; Koenker, Roger 103 1997 Statistical modeling of spatial extremes. Zbl 1330.86021Davison, A. C.; Padoan, S. A.; Ribatet, M. 102 2012 Who solved the secretary problem. Zbl 0788.90080Ferguson, Thomas S. 100 1989 A survey of exact inference for contingency tables. With comments and a rejoinder by the author. Zbl 0955.62587Agresti, Alan 96 1992 Honest exploration of intractable probability distributions via Markov chain Monte Carlo. Zbl 1127.60309Jones, Galin L.; Hobert, James P. 93 2001 Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. With comments and a rejoinder by the author. Zbl 0955.62646Smith, Richard L. 91 1989 Small area estimation: an appraisal. With comments and a rejoinder by the authors. Zbl 0955.62538Ghosh, M.; Rao, J. N. K. 89 1994 Fisher lecture: Dimension reduction in regression. Zbl 1246.62148Cook, R. Dennis 89 2007 Markov chain Monte Carlo: can we trust the third significant figure? Zbl 1327.62017Flegal, James M.; Haran, Murali; Jones, Galin L. 87 2008 Survival in dynamic environments. Zbl 1148.62314Singpurwalla, Nozer D. 84 1995 Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors. Zbl 0955.62542Arratia, Richard; Goldstein, Larry; Gordon, Louis 83 1990 A general theory of concave regularization for high-dimensional sparse estimation problems. Zbl 1331.62353Zhang, Cun-Hui; Zhang, Tong 83 2012 Saddlepoint methods and statistical inference. With comments and a rejoinder by the author. Zbl 0955.62541Reid, N. 79 1988 A selective review of group selection in high-dimensional models. Zbl 1331.62347Huang, Jian; Breheny, Patrick; Ma, Shuangge 78 2012 On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed. Zbl 0955.01560Splawa-Neyman, Jerzy 75 1990 Nonparametric regression with correlated errors. Zbl 1059.62537Opsomer, Jean; Wang, Yuedong; Yang, Yuhong 73 2001 Microarrays, empirical Bayes and the two-groups model. Zbl 1327.62046Efron, Bradley 73 2008 Model uncertainty. Zbl 1062.62044Clyde, Merlise; George, Edward I. 69 2004 Matching methods for causal inference: a review and a look forward. Zbl 1328.62007Stuart, Elizabeth A. 67 2010 Integrated likelihood methods for eliminating nuisance parameters. (With comments and a rejoinder). Zbl 1059.62521Berger, James O.; Liseo, Brunero; Wolpert, Robert L. 66 1999 Bioequivalence trials, intersection-union tests and equivalence confidence sets. With comments and a rejoinder by the authors. Zbl 0955.62555Berger, Roger L.; Hsu, Jason C. 65 1996 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. 64 2017 The interplay of Bayesian and frequentist analysis. Zbl 1062.62001Bayarri, M. J.; Berger, J. O. 62 2004 Confounding and collapsibility in causal inference. Zbl 1059.62506Greenland, Sander; Robins, James M.; Pearl, Judea 62 1999 Gibbs sampling, exponential families and orthogonal polynomials. Zbl 1327.62058Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent 62 2008 High-breakdown robust multivariate methods. Zbl 1327.62328Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan 62 2008 A general projection framework for constrained smoothing. Zbl 1059.62535Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 61 2001 The impact of bootstrap methods on time series analysis. Zbl 1332.62340Politis, Dimitris N. 61 2003 On particle methods for parameter estimation in state-space models. Zbl 1332.62096Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas 61 2015 Bootstraps for time series. Zbl 1013.62048Bühlmann, Peter 60 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. 59 2013 Classifier technology and the illusion of progress. Zbl 1426.62188Hand, David J. 59 2006 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 57 1988 Neural networks: A review from a statistical perspective. With comments and a rejoinder by the authors. Zbl 0955.62589Cheng, Bing; Titterington, D. M. 55 1994 Density estimation. Zbl 1100.62558Sheather, Simon J. 54 2004 The statistical analysis of fMRI data. Zbl 1329.62296Lindquist, Martin A. 54 2008 Parrondo’s paradox. Zbl 1059.60503Harmer, G. P.; Abbott, D. 53 1999 Experiments in stochastic computation for high-dimensional graphical models. Zbl 1130.62408Jones, Beatrix; Carvalho, Carlos; Dobra, Adrian; Hans, Chris; Carter, Chris; West, Mike 53 2005 Self-similarity in high-speed packet traffic: analysis and modeling of Ethernet traffic measurements. Zbl 1148.90310Willinger, Walter; Taqqu, Murad S.; Leland, Will E.; Wilson, Daniel V. 53 1995 An overview on regression models for discrete longitudinal responses. Zbl 1067.62072Sutradhar, Brajendra C. 52 2003 Linear dependencies represented by chain graphs. With comments and a rejoinder by the authors. Zbl 0955.62593Cox, D. R.; Wermuth, Nanny 52 1993 R. A. Fisher in the 21st century. Invited paper presented at the 1996 R. A. Fisher lecture. (With comments). Zbl 1074.01536Efron, Bradley 51 1998 A selective overview of nonparametric methods in financial econometrics. Zbl 1130.62364Fan, Jianqing 51 2005 Graphical models. Zbl 1057.62001Jordan, Michael I. 49 2004 Stochastic models and descriptive statistics for phylogenetic trees, from Yule to today. Zbl 1127.60313Aldous, David J. 49 2001 New important developments in small area estimation. Zbl 1332.62038Pfeffermann, Danny 49 2013 Identification, inference and sensitivity analysis for causal mediation effects. Zbl 1328.62478Imai, Kosuke; Keele, Luke; Yamamoto, Teppei 49 2010 Understanding the shape of the hazard rate: A process point of view. (With comments and a rejoinder). Zbl 1059.62613Aalen, Odd O.; Gjessing, Håkon K. 48 2001 Threshold regression for survival analysis: modeling event times by a stochastic process reaching a boundary. Zbl 1129.62095Lee, Mei-Ling Ting; Whitmore, G. A. 48 2006 Choosing a kernel regression estimator. With comments and a rejoinder by the authors. Zbl 0955.62561Chu, C.-K.; Marron, J. S. 46 1991 The mixture transition distribution model for high-order Markov chains and non-Gaussian time series. Zbl 1013.62088Berchtold, André; Raftery, Adrian E. 45 2002 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. 45 1993 Particle learning and smoothing. Zbl 1328.62541Carvalho, Carlos M.; Johannes, Michael S.; Lopes, Hedibert F.; Polson, Nicholas G. 45 2010 Conditionally specified distributions: An introduction. (With comments and a rejoinder). Zbl 1059.62511Arnold, Barry C.; Castillo, Enrique; Sarabia, José María 44 2001 Closed form summation for classical distributions: variations on a theme of de Moivre. Zbl 0955.60500Diaconis, Persi; Zabell, Sandy 44 1991 Ancestral inference in population genetics. Zbl 0955.62644Griffiths, R. C.; Tavaré, Simon 44 1994 Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010Genton, Marc G.; Kleiber, William 44 2015 Class prediction by nearest shrunken centroids, with applications to DNA microarrays. Zbl 1048.62109Tibshirani, Robert; Hastie, Trevor; Narasimhan, Balasubramanian; Chu, Gilbert 43 2003 Extropy: complementary dual of entropy. Zbl 1332.62027Lad, Frank; Sanfilippo, Giuseppe; Agrò, Gianna 43 2015 The axioms of subjective probability. Zbl 0604.60004Fishburn, Peter C. 43 1986 General design Bayesian generalized linear mixed models. Zbl 1129.62063Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P. 43 2006 A general framework for the parametrization of hierarchical models. Zbl 1246.62195Papaspiliopoulos, Omiros; Roberts, Gareth O.; Sköld, Martin 43 2007 To explain or to predict? Zbl 1329.62045Shmueli, Galit 42 2010 Influential observations, high leverage points, and outliers in linear regression. Zbl 0633.62059Chatterjee, Samprit; Hadi, Ali S. 42 1986 High-dimensional inference: confidence intervals, \(p\)-values and R-software hdi. Zbl 1426.62183Dezeure, Ruben; Bühlmann, Peter; Meier, Lukas; Meinshausen, Nicolai 41 2015 Regression models for discrete longitudinal responses. With comments and a rejoinder by the authors. Zbl 0955.62614Fitzmaurice, 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 41 1998 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. 41 2010 Covariance adjustment in radomized experiments and observational studies. Zbl 1013.62117Rosenbaum, Paul R. 40 2002 Ordering and improving the performance of Monte Carlo Markov chains. Zbl 1127.60312Mira, Antonietta 39 2001 A statistical derivation of the significant-digit law. Zbl 0955.60509Hill, Theodore P. 39 1995 Developments in decision-theoretic variance estimation. With comments and a rejoinder by the authors. Zbl 0955.62529Maatta, Jon M.; Casella, George 38 1990 Covariance estimation: the GLM and regularization perspectives. Zbl 1246.62139Pourahmadi, Mohsen 38 2011 Regression theory for categorical time series. Zbl 1055.62095Fokianos, Konstantinos; Kedem, Benjamin 37 2003 Conditional and marginal models: another view (with comments and rejoinder). Zbl 1100.62591Lee, Youngjo; Nelder, John A. 37 2004 The dependent Dirichlet process and related models. Zbl 07474196Quintana, Fernando A.; Müller, Peter; Jara, Alejandro; Maceachern, Steven N. 3 2022 Analyzing stochastic computer models: a review with opportunities. Zbl 07474198Baker, Evan; Barbillon, Pierre; Fadikar, Arindam; Gramacy, Robert B.; Herbei, Radu; Higdon, David; Huang, Jiangeng; Johnson, Leah R.; Ma, Pulong; Mondal, Anirban; Pires, Bianica; Sacks, Jerome; Sokolov, Vadim 3 2022 Bayesian analysis of rank data with covariates and heterogeneous rankers. Zbl 07474195Li, Xinran; Yi, Dingdong; Liu, Jun S. 1 2022 Statistical dependence: beyond Pearson’s \(\rho\). Zbl 07474199Tjøstheim, Dag; Otneim, Håkon; Støve, Bård 1 2022 Diffusion smoothing for spatial point patterns. Zbl 07474201Baddeley, Adrian; Davies, Tilman M.; Rakshit, Suman; Nair, Gopalan; McSwiggan, Greg 1 2022 Intention-to-treat comparisons in randomized trials. Zbl 07569967Prentice, Ross L.; Aragaki, Aaron K. 1 2022 Modeling the occurrence of events subject to a reporting delay via an EM algorithm. Zbl 07569968Verbelen, Roel; Antonio, Katrien; Claeskens, Gerda; Crevecoeur, Jonas 1 2022 A general framework for Vecchia approximations of Gaussian processes. Zbl 07368223Katzfuss, Matthias; Guinness, Joseph 23 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 8 2021 A selective overview of deep learning. Zbl 07368237Fan, Jianqing; Ma, Cong; Zhong, Yiqiao 7 2021 Additive and multiplicative effects network models. Zbl 07368218Hoff, Peter 6 2021 Judicious judgment meets unsettling updating: dilation, sure loss and Simpson’s paradox. Zbl 07368228Gong, Ruobin; Meng, Xiao-Li 4 2021 Robust high-dimensional factor models with applications to statistical machine learning. Zbl 07368239Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao; Zhu, Ziwei 4 2021 Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. Zbl 07368217Gao, Chao; Ma, Zongming 3 2021 A horse race between the block maxima method and the peak-over-threshold approach. Zbl 07473923Bücher, Axel; Zhou, Chen 3 2021 Revisiting the Gelman-Rubin diagnostic. Zbl 07473933Vats, Dootika; Knudson, Christina 3 2021 In defense of the indefensible: a very naïve approach to high-dimensional inference. Zbl 07473936Zhao, Sen; Witten, Daniela; Shojaie, Ali 3 2021 Convex relaxation methods for community detection. Zbl 07368216Li, Xiaodong; Chen, Yudong; Xu, Jiaming 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 Network modeling in biology: statistical methods for gene and brain networks. Zbl 07368221Wang, Y. X. Rachel; Li, Lexin; Li, Jingyi Jessica; Huang, Haiyan 1 2021 Bipartite causal inference with interference. Zbl 07368222Zigler, Corwin M.; Papadogeorgou, Georgia 1 2021 On general notions of depth for regression. Zbl 07368224Zuo, Yijun 1 2021 Comment: “On the history and limitations of probability updating”. Zbl 07368229Shafer, Glenn 1 2021 Comment on: “Settle the unsettling: an inferential models perspective”. Zbl 07368230Liu, Chuanhai; Martin, Ryan 1 2021 Comment on: “On focusing, soft and strong revision of Choquet capacities and their role in statistics”. Zbl 07368232Augustin, Thomas; Schollmeyer, Georg 1 2021 Stochastic approximation: from statistical origin to big-data, multidisciplinary applications. Zbl 07368238Lai, Tze Leung; Yuan, Hongsong 1 2021 A general framework for the analysis of adaptive experiments. Zbl 07473928Marschner, Ian C. 1 2021 Confidence as likelihood. Zbl 07473932Pawitan, Yudi; Lee, Youngjo 1 2021 Symmetrical and non-symmetrical variants of three-way correspondence analysis for ordered variables. Zbl 07473935Lombardo, Rosaria; Beh, Eric J.; Kroonenberg, Pieter M. 1 2021 Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons. Zbl 07307187Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan 16 2020 Sparse regression: scalable algorithms and empirical performance. Zbl 07307186Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart 10 2020 Rejoinder: “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307193Hastie, Trevor; Tibshirani, Robert; Tibshirani, Ryan J. 9 2020 Invariance, causality and robustness. Zbl 07292527Bühlmann, Peter 6 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. 5 2020 Quantum science and quantum technology. Zbl 07292496Wang, Yazhen; Song, Xinyu 4 2020 Checking for prior-data conflict using prior-to-posterior divergences. Zbl 07292511Nott, David J.; Wang, Xueou; Evans, Michael; Englert, Berthold-Georg 4 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 3 2020 Matching methods for observational studies derived from large administrative databases. Zbl 07292518Yu, Ruoqi; Silber, Jeffrey H.; Rosenbaum, Paul R. 3 2020 Statistical methodology in single-molecule experiments. Zbl 07292497Du, Chao; Kou, S. C. 2 2020 LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. Zbl 07292510Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi 2 2020 Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. Zbl 07292522Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A. 2 2020 Model-based approach to the joint analysis of single-cell data on chromatin accessibility and gene expression. Zbl 07292492Lin, Zhixiang; Zamanighomi, Mahdi; Daley, Timothy; Ma, Shining; Wong, Wing Hung 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. 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Zbl 07292541Liu, Lin; Mukherjee, Rajarshi; Robins, James M. 1 2020 Discussion of “Best subset, forward stepwise or Lasso? Analysis and recommendations based on extensive comparisons”. Zbl 07307189Mazumder, Rahul 1 2020 A look at robustness and stability of \(\ell_1\)-versus \(\ell_0\)-regularization: discussion of papers by Bertsimas et al. and Hastie et al. Zbl 07307191Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter 1 2020 Probabilistic integration: a role in statistical computation? Zbl 1420.62135Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino 27 2019 Lasso meets horseshoe: a survey. Zbl 1429.62308Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon 11 2019 Automated versus do-it-yourself methods for causal inference: lessons learned from a data analysis competition. Zbl 1420.62345Dorie, Vincent; Hill, Jennifer; Shalit, Uri; Scott, Marc; Cervone, Dan 10 2019 Generalized multiple importance sampling. 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Zbl 1407.62396Birrell, Paul J.; De Angelis, Daniela; Presanis, Anne M. 1 2018 ...and 703 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 17,383 Authors 47 Kneib, Thomas 47 Molenberghs, Geert 44 Dette, Holger 44 Roberts, Gareth O. 37 Stuart, Andrew M. 36 Sutradhar, Brajendra Chandra 32 Rosenthal, Jeffrey S. 32 Tutz, Gerhard E. 31 Dunson, David Brian 31 Small, Dylan S. 30 Nott, David John 28 Bühlmann, Peter 28 Verbeke, Geert N. 28 Wand, Matthew P. 27 Cordeiro, Gauss Moutinho 27 Hobert, James P. 27 Jasra, Ajay 27 Kauermann, Goran 27 Walker, Stephen Grahm 26 Berger, James Orvis 26 Kubokawa, Tatsuya 26 Martin, Ryan 26 Müller, Peter 25 Ghosh, Malay 24 Drovandi, Christopher C. 24 Genton, Marc G. 24 Lee, Youngjo 24 Ortega, Edwin Moises Marcos 23 Rosenbaum, Paul Richard 22 Eilers, Paul H. 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