The Annals of Applied Statistics Short Title: Ann. Appl. Stat. Publisher: Institute of Mathematical Statistics (IMS), Beachwood, OH/Bethesda, MD ISSN: 1932-6157; 1941-7330/e Online: http://www.projecteuclid.org/all/euclid.aoashttp://www.imstat.org/aoas/ Comments: Indexed cover-to-cover; This journal is available open access with a moving wall of 3 years. Documents Indexed: 1,276 Publications (since 2007) References Indexed: 1,077 Publications with 40,004 References. all top 5 Latest Issues 14, No. 3 (2020) 14, No. 2 (2020) 14, No. 1 (2020) 13, No. 4 (2019) 13, No. 3 (2019) 13, No. 2 (2019) 13, No. 1 (2019) 12, No. 4 (2018) 12, No. 3 (2018) 12, No. 2 (2018) 12, No. 1 (2018) 11, No. 4 (2017) 11, No. 3 (2017) 11, No. 2 (2017) 11, No. 1 (2017) 10, No. 4 (2016) 10, No. 3 (2016) 10, No. 2 (2016) 10, No. 1 (2016) 9, No. 4 (2015) 9, No. 3 (2015) 9, No. 2 (2015) 9, No. 1 (2015) 8, No. 4 (2014) 8, No. 3 (2014) 8, No. 2 (2014) 8, No. 1 (2014) 7, No. 4 (2013) 7, No. 3 (2013) 7, No. 2 (2013) 7, No. 1 (2013) 6, No. 4 (2012) 6, No. 3 (2012) 6, No. 2 (2012) 6, No. 1 (2012) 5, No. 4 (2011) 5, No. 3 (2011) 5, No. 2B (2011) 5, No. 2A (2011) 5, No. 1 (2011) 4, No. 4 (2010) 4, No. 3 (2010) 4, No. 2 (2010) 4, No. 1 (2010) 3, No. 4 (2009) 3, No. 3 (2009) 3, No. 2 (2009) 3, No. 1 (2009) 2, No. 4 (2008) 2, No. 3 (2008) 2, No. 2 (2008) 2, No. 1 (2008) 1, No. 2 (2007) 1, No. 1 (2007) all top 5 Authors 13 Reich, Brian James 11 Small, Dylan S. 10 Huang, Jianhua Z. 10 Stein, Michael L. 10 Tibshirani, Robert John 9 Bickel, Peter John 9 Jensen, Shane T. 9 Marron, James Stephen 9 Zhao, Hongyu 8 McCormick, Tyler H. 8 Raftery, Adrian E. 8 Stephens, Matthew 8 Zhang, Nancy Ruonan 8 Zhu, Ji 7 Gelfand, Alan Enoch 7 Halloran, M. Elizabeth 7 Parmigiani, Giovanni 7 Peng, Jie 7 Rosenbaum, Paul Richard 6 Caffo, Brian S. 6 Dominici, Francesca 6 Fienberg, Stephen Elliot 6 Handcock, Mark S. 6 Hoff, Peter D. 6 Ibrahim, Joseph George 6 Lee, Ann B. 6 Lee, Thomas C. M. 6 Li, Hongzhe 6 Longini, Ira M. jun. 6 Roeder, Kathryn 6 Schwartzman, Armin 6 Serban, Nicoleta 6 Tseng, George C. 6 Vannucci, Marina 6 Wasserman, Larry Alan 6 Xing, Eric P. 6 Zhu, Hongtu 6 Zidek, James V. 5 Cooley, Daniel S. 5 Davison, Anthony C. 5 Ding, Yu 5 Dobra, Adrian 5 Erosheva, Elena A. 5 Feuerverger, Andrey 5 Fuentes, Montserrat 5 Haran, Murali 5 Hong, Yili 5 James, Gareth M. 5 Li, Fan 5 Murphy, Thomas Brendan 5 Nobel, Andrew B. 5 Owen, Art B. 5 Paul, Debashis 5 Schoenberg, Frederic Paik 5 Shen, Haipeng 5 Simon, Noah Robin 5 Suchard, Marc A. 5 Witten, Daniela M. 5 Yu, Bin 5 Yuan, Ying 4 Albert, Paul S. 4 Aston, John A. D. 4 Bandyopadhyay, Dipankar 4 Banerjee, Sudipto 4 Carlin, Bradley P. 4 Clark, Samuel J. 4 de Angelis, Daniela 4 Efron, Bradley 4 Fox, Emily B. 4 Gelman, Andrew 4 Guindani, Michele 4 Guttorp, Peter 4 Hastie, Trevor John 4 Holzmann, Hajo 4 Hooten, Mevin B. 4 Jank, Wolfgang S. 4 Jordan, Michael Irwin 4 Kadane, Joseph Born 4 Keele, Luke John 4 Kou, S. C. 4 Levina, Elizaveta 4 Li, Runze 4 Liu, Jun S. 4 Mallick, Bani K. 4 McCaffrey, Daniel F. 4 Michailidis, George C. 4 Mukherjee, Sach 4 Müller, Peter 4 Paddock, Susan M. 4 Reiter, Jerome P. 4 Rodríguez, Abel Augusto 4 Rudin, Cynthia 4 Rue, Håvard 4 Sabatti, Chiara 4 Sain, Stephan R. 4 Tawn, Jonathan A. 4 Trippa, Lorenzo 4 van der Heijden, Peter G. M. 4 Wang, Pei 4 Wang, Yuanjia ...and 2,863 more Authors all top 5 Fields 1,266 Statistics (62-XX) 304 Biology and other natural sciences (92-XX) 292 Numerical analysis (65-XX) 116 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 87 Probability theory and stochastic processes (60-XX) 64 Geophysics (86-XX) 36 Combinatorics (05-XX) 32 Operations research, mathematical programming (90-XX) 24 Computer science (68-XX) 19 History and biography (01-XX) 17 Astronomy and astrophysics (85-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 6 Dynamical systems and ergodic theory (37-XX) 5 General and overarching topics; collections (00-XX) 4 Information and communication theory, circuits (94-XX) 3 Ordinary differential equations (34-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 Functional analysis (46-XX) 2 Differential geometry (53-XX) 2 Quantum theory (81-XX) 2 Systems theory; control (93-XX) 2 Mathematics education (97-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 917 Publications have been cited 5,730 times in 4,389 Documents Cited by ▼ Year ▼ Pathwise coordinate optimization. Zbl 1378.90064Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert 268 2007 Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045Wu, Tong Tong; Lange, Kenneth 111 2008 Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095Breheny, Patrick; Huang, Jian 109 2011 Brownian distance covariance. Zbl 1196.62077Székely, Gábor J.; Rizzo, Maria L. 100 2009 BART: Bayesian additive regression trees. Zbl 1189.62066Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E. 80 2010 Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040Fan, Jianqing; Feng, Yang; Wu, Yichao 73 2009 A weakly informative default prior distribution for logistic and other regression models. Zbl 1156.62017Gelman, Andrew; Jakulin, Aleks; Pittau, Maria Grazia; Su, Yu-Sung 64 2008 Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272Kou, S. C. 57 2008 Multilevel functional principal component analysis. Zbl 1160.62061Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M. 52 2009 Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei 50 2010 On spatial extremes: with application to a rainfall problem. Zbl 1273.62258Buishand, T. A.; de Haan, L.; Zhou, C. 48 2008 Random survival forests. Zbl 1149.62331Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S. 41 2008 Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei 40 2009 Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338Levina, Elizaveta; Rothman, Adam; Zhu, Ji 40 2008 On testing the significance of sets of genes. Zbl 1129.62102Efron, Bradley; Tibshirani, Robert 39 2007 Nonstationary covariance models for global data. Zbl 1168.62381Jun, Mikyoung; Stein, Michael L. 38 2008 SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J. 38 2015 Inference using shape-restricted regression splines. Zbl 1149.62033Meyer, Mary C. 37 2008 Time series analysis via mechanistic models. Zbl 1160.62080Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A. 34 2009 Modeling social networks from sampled data. Zbl 1189.62187Handcock, Mark S.; Gile, Krista J. 34 2010 Estimating time-varying networks. Zbl 1189.62142Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 32 2010 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123Alfons, Andreas; Croux, Christophe; Gelper, Sarah 32 2013 A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133Xing, Eric P.; Fu, Wenjie; Song, Le 31 2010 Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne 31 2010 A flexible regression model for count data. Zbl 1194.62091Sellers, Kimberly F.; Shmueli, Galit 31 2010 Spatial variation of total column ozone on a global scale. Zbl 1129.62115Stein, Michael L. 31 2007 Spatial modeling of extreme snow depth. Zbl 1228.62154Blanchet, Juliette; Davison, Anthony C. 30 2011 A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114Reich, Brian J.; Fuentes, Montserrat 30 2007 Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050Hoff, Peter D. 30 2007 Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075Bolin, David; Lindgren, Finn 29 2011 Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille 28 2007 A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S. 26 2011 A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498Gormley, Isobel Claire; Murphy, Thomas Brendan 25 2008 Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe 25 2011 Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046Dobra, Adrian; Lenkoski, Alex 25 2011 Structured variable selection and estimation. Zbl 1184.62032Yuan, Ming; Joseph, V. Roshan; Zou, Hui 25 2009 A correlated topic model of science. Zbl 1129.62122Blei, David M.; Lafferty, John D. 25 2007 A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120Reich, Brian J.; Shaby, Benjamin A. 24 2012 Predictive learning via rule ensembles. Zbl 1149.62051Friedman, Jerome H.; Popescu, Bogdan E. 23 2008 Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption. Zbl 1220.62165Wang, Xia; Dey, Dipak K. 23 2010 Statistical analysis of trajectories on Riemannian manifolds: bird migration, hurricane tracking and video surveillance. Zbl 1454.62554Su, Jingyong; Kurtek, Sebastian; Klassen, Eric; Srivastava, Anuj 23 2014 Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079Allen, Genevera I.; Tibshirani, Robert 22 2010 For objective causal inference, design trumps analysis. Zbl 1149.62089Rubin, Donald B. 21 2008 Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053Peng, Jie; Müller, Hans-Georg 21 2008 A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel 21 2011 Bayesian semiparametric inference for multivariate doubly-interval-censored data. Zbl 1220.62023Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, Fernando 21 2010 Sparse modeling of categorial explanatory variables. Zbl 1220.62092Gertheiss, Jan; Tutz, Gerhard 21 2010 Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083Finegold, Michael; Drton, Mathias 21 2011 A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151Yin, Jianxin; Li, Hongzhe 21 2011 An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004Muralidharan, Omkar 20 2010 Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217Lin, Winston 20 2013 In-season prediction of batting averages: a field test of empirical Bayes and Bayes methodologies. Zbl 1137.62419Brown, Lawrence D. 20 2008 The sensitivity of linear regression coefficients’ confidence limits to the omission of a confounder. Zbl 1194.62089Hosman, Carrie A.; Hansen, Ben B.; Holland, Paul W. 20 2010 Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Zbl 1166.62074Hong, Yili; Meeker, William Q.; McCalley, James D. 20 2009 Global space-time models for climate ensembles. Zbl 1454.62436Castruccio, Stefano; Stein, Michael L. 20 2013 Random-set methods identify distinct aspects of the enrichment signal in gene-set analysis. Zbl 1129.62103Newton, Michael A.; Quintana, Fernando A.; Den Boon, Johan A.; Sengupta, Srikumar; Ahlquist, Paul 20 2007 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 19 2011 Finding large average submatrices in high dimensional data. Zbl 1196.62087Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B. 19 2009 Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145Guan, Yongtao; Stephens, Matthew 19 2011 Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010Efron, Bradley 19 2008 Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166Siegmund, David; Yakir, Benjamin; Zhang, Nancy R. 18 2011 Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072Aston, John A. D.; Kirch, Claudia 18 2012 Incorporating biological information into linear models: a Bayesian approach to the selection of pathways and genes. Zbl 1228.62150Stingo, Francesco C.; Chen, Yian A.; Tadesse, Mahlet G.; Vannucci, Marina 18 2011 The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145Niu, Yue S.; Zhang, Heping 18 2012 Curve alignment by moments. Zbl 1126.62001James, Gareth M. 18 2007 Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274Lee, Ann B.; Nadler, Boaz; Wasserman, Larry 18 2008 Sparse logistic principal components analysis for binary data. Zbl 1202.62084Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua 18 2010 Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097Cabella, Paolo; Marinucci, Domenico 17 2009 High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089Aït-Sahalia, Yacine; Yu, Jialin 17 2009 Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047Owen, Art B.; Perry, Patrick O. 17 2009 Improving the precision of classification trees. Zbl 1184.62109Loh, Wei-Yin 17 2009 Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157Li, Caiyan; Li, Hongzhe 17 2010 Efficient emulators of computer experiments using compactly supported correlation functions, with an application to cosmology. Zbl 1234.62166Kaufman, Cari G.; Bingham, Derek; Habib, Salman; Heitmann, Katrin; Frieman, Joshua A. 16 2011 Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267Liebl, Dominik 16 2013 Estimating a difference of Kullback-Leibler risks using a normalized difference of AIC. Zbl 1149.62087Commenges, D.; Sayyareh, A.; Letenneur, L.; Guedj, J.; Bar-Hen, A. 15 2008 Random lasso. Zbl 1220.62091Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji 15 2011 Are a set of microarrays independent of each other? Zbl 1196.62138Efron, Bradley 15 2009 Analysis of Minnesota colon and rectum cancer point patterns with spatial and nonspatial covariate information. Zbl 1196.62143Liang, Shengde; Carlin, Bradley P.; Gelfand, Alan E. 15 2009 Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013Knowles, David; Ghahramani, Zoubin 15 2011 Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317Chen, Jun; Li, Hongzhe 15 2013 A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data. Zbl 1137.62081Wei, Zhi; Li, Hongzhe 15 2008 DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054Rizzo, Maria L.; Székely, Gábor J. 15 2010 Estimating average causal effects under general interference, with application to a social network experiment. Zbl 1383.62329Aronow, Peter M.; Samii, Cyrus 15 2017 Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171Warton, David I.; Shepherd, Leah C. 15 2010 Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283Stein, Michael L.; Chen, Jie; Anitescu, Mihai 14 2013 Estimation and testing for spatially indexed curves with application to ionospheric and magnetic field trends. Zbl 1243.62122Gromenko, Oleksandr; Kokoszka, Piotr; Zhu, Lie; Sojka, Jan 14 2012 Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data. Zbl 1454.62367Morris, Jeffrey S.; Baladandayuthapani, Veerabhadran; Herrick, Richard C.; Sanna, Pietro; Gutstein, Howard 14 2011 Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B. 14 2013 Context tree selection and linguistic rhythm retrieval from written texts. Zbl 1235.68305Galves, Antonio; Galves, Charlotte; García, Jesús E.; Garcia, Nancy L.; Leonardi, Florencia 14 2012 Estimation and extrapolation of time trends in registry data – borrowing strength from related populations. Zbl 1235.62030Riebler, Andrea; Held, Leonhard; Rue, Håvard 14 2012 False discovery rate analysis of brain diffusion direction maps. Zbl 1137.62033Schwartzman, Armin; Dougherty, Robert F.; Taylor, Jonathan E. 14 2008 Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care. Zbl 1166.62082Fouskakis, D.; Ntzoufras, I.; Draper, D. 14 2009 Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni 14 2008 Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan 14 2014 A statistical analysis of multiple temperature proxies: are reconstructions of surface temperatures over the last 1000 years reliable? Zbl 1220.62150McShane, Blakeley B.; Wyner, Abraham J. 13 2011 A Bayesian graphical modeling approach to microRNA regulatory network inference. Zbl 1220.62142Stingo, Francesco C.; Chen, Yian A.; Vannucci, Marina; Barrier, Marianne; Mirkes, Philip E. 13 2010 An MDL approach to the climate segmentation problem. Zbl 1189.62180Lu, Qiqi; Lund, Robert; Lee, Thomas C. M. 13 2010 Estimation of constant and time-varying dynamic parameters of HIV infection in a nonlinear differential equation model. (srda.) Zbl 1189.62171Liang, Hua; Miao, Hongyu; Wu, Hulin 13 2010 A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015Tancredi, Andrea; Liseo, Brunero 13 2011 Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia 13 2012 The stratified micro-randomized trial design: sample size considerations for testing nested causal effects of time-varying treatments. Zbl 1446.62271Dempsey, Walter; Liao, Peng; Kumar, Santosh; Murphy, Susan A. 1 2020 Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. 1 2020 BART with targeted smoothing: an analysis of patient-specific stillbirth risk. Zbl 1439.62228Starling, Jennifer E.; Murray, Jared S.; Carvalho, Carlos M.; Bukowski, Radek K.; Scott, James G. 1 2020 Bayesian factor models for probabilistic cause of death assessment with verbal autopsies. Zbl 1439.62220Kunihama, Tsuyoshi; Li, Zehang Richard; Clark, Samuel J.; Mccormick, Tyler H. 1 2020 Regression for copula-linked compound distributions with applications in modeling aggregate insurance claims. Zbl 1439.62247Shi, Peng; Zhao, Zifeng 1 2020 Bayesian mixed effects models for zero-inflated compositions in microbiome data analysis. Zbl 1439.62225Ren, Boyu; Bacallado, Sergio; Favaro, Stefano; Vatanen, Tommi; Huttenhower, Curtis; Trippa, Lorenzo 1 2020 Network classification with applications to brain connectomics. Zbl 1433.62314Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F. 3 2019 Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392Li, Fan; Li, Fan 3 2019 Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315Katsevich, Eugene; Sabatti, Chiara 2 2019 Common and individual structure of brain networks. Zbl 1417.62332Wang, Lu; Zhang, Zhengwu; Dunson, David 2 2019 The classification permutation test: a flexible approach to testing for covariate imbalance in observational studies. Zbl 1434.62061Gagnon-Bartsch, Johann; Shem-Tov, Yotam 2 2019 Extended sensitivity analysis for heterogeneous unmeasured confounding with an application to sibling studies of returns to education. Zbl 1423.62040Fogarty, Colin B.; Hasegawa, Raiden B. 2 2019 Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident. Zbl 1423.62166Liebl, Dominik 2 2019 Prediction models for network-linked data. Zbl 1417.62354Li, Tianxi; Levina, Elizaveta; Zhu, Ji 1 2019 An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352Johndrow, James E.; Lum, Kristian 1 2019 Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. Zbl 1418.62394Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg 1 2019 Causal inference in the context of an error prone exposure: air pollution and mortality. Zbl 1418.62398Wu, Xiao; Braun, Danielle; Kioumourtzoglou, Marianthi-Anna; Choirat, Christine; Di, Qian; Dominici, Francesca 1 2019 Sequential Dirichlet process mixtures of multivariate skew \(t\)-distributions for model-based clustering of flow cytometry data. Zbl 1417.62310Hejblum, Boris P.; Alkhassim, Chariff; Gottardo, Raphael; Caron, François; Thiébaut, Rodolphe 1 2019 A hidden Markov model approach to characterizing the photo-switching behavior of fluorophores. Zbl 1433.62330Patel, Lekha; Gustafsson, Nils; Lin, Yu; Ober, Raimund; Henriques, Ricardo; Cohen, Edward 1 2019 Network modelling of topological domains using Hi-C data. Zbl 1433.62318Wang, Y. X. Rachel; Sarkar, Purnamrita; Ursu, Oana; Kundaje, Anshul; Bickel, Peter J. 1 2019 Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls. Zbl 1433.62324Kim, Chanmin; Daniels, Michael J.; Hogan, Joseph W.; Choirat, Christine; Zigler, Corwin M. 1 2019 Principal nested shape space analysis of molecular dynamics data. Zbl 1435.62216Dryden, Ian L.; Kim, Kwang-Rae; Laughton, Charles A.; Le, Huiling 1 2019 A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles. Zbl 1423.62159Mastrantonio, Gianluca; Lasinio, Giovanna Jona; Pollice, Alessio; Capotorti, Giulia; Teodonio, Lorenzo; Genova, Giulio; Blasi, Carlo 1 2019 Variable prioritization in nonlinear black box methods: a genetic association case study. Zbl 1423.62062Crawford, Lorin; Flaxman, Seth R.; Runcie, Daniel E.; West, Mike 1 2019 Sparse principal component analysis with missing observations. Zbl 1423.62057Park, Seyoung; Zhao, Hongyu 1 2019 Learning algorithms to evaluate forensic glass evidence. Zbl 1423.62059Park, Soyoung; Carriquiry, Alicia 1 2019 Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition. Zbl 1423.62152Wang, Miaoyan; Fischer, Jonathan; Song, Yun S. 1 2019 Semiparametric empirical best prediction for small area estimation of unemployment indicators. Zbl 1423.62162Marino, Maria Francesca; Ranalli, Maria Giovanna; Salvati, Nicola; Alfò, Marco 1 2019 Survival analysis of DNA mutation motifs with penalized proportional hazards. Zbl 1423.62142Feng, Jean; Shaw, David A.; Minin, Vladimir N.; Simon, Noah; Matsen, Frederick A. IV 1 2019 Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G. 7 2018 Time-varying extreme value dependence with application to leading European stock markets. Zbl 1393.62024Castro-Camilo, Daniela; De Carvalho, Miguel; Wadsworth, Jennifer 6 2018 An empirical study of the maximal and total information coefficients and leading measures of dependence. Zbl 1393.62094Reshef, David N.; Reshef, Yakir A.; Sabeti, Pardis C.; Mitzenmacher, Michael 5 2018 A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials. Zbl 1393.62039Fan, Minjie; Paul, Debashis; Lee, Thomas C. M.; Matsuo, Tomoko 5 2018 Exact spike train inference via \(\ell_{0}\) optimization. Zbl 1412.62159Jewell, Sean; Witten, Daniela 5 2018 Torus principal component analysis with applications to RNA structure. Zbl 1405.62173Eltzner, Benjamin; Huckemann, Stephan; Mardia, Kanti V. 5 2018 Statistical paradises and paradoxes in big data. I: Law of large populations, big data paradox, and the 2016 US presidential election. Zbl 1405.62241Meng, Xiao-Li 4 2018 A spatially varying stochastic differential equation model for animal movement. Zbl 1405.62201Russell, James C.; Hanks, Ephraim M.; Haran, Murali; Hughes, David 4 2018 A phylogenetic scan test on a Dirichlet-tree multinomial model for microbiome data. Zbl 1393.62102Tang, Yunfan; Ma, Li; Nicolae, Dan L. 3 2018 Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements. Zbl 1393.62131Fong, Christian; Hazlett, Chad; Imai, Kosuke 3 2018 Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rate. Zbl 1393.62023Bader, Brian; Yan, Jun; Zhang, Xuebin 3 2018 Kernel-penalized regression for analysis of microbiome data. Zbl 1393.62092Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali 3 2018 A unified statistical framework for single cell and bulk RNA sequencing data. Zbl 1393.62120Zhu, Lingxue; Lei, Jing; Devlin, Bernie; Roeder, Kathryn 3 2018 Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. Zbl 1411.62320Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka 3 2018 Tree ensembles with rule structured horseshoe regularization. Zbl 1412.62169Nalenz, Malte; Villani, Mattias 3 2018 Variational inference for probabilistic Poisson PCA. Zbl 1412.62194Chiquet, Julien; Mariadassou, Mahendra; Robin, Stéphane 3 2018 Hypothesis testing for high-dimensional multinomials: a selective review. Zbl 1405.62061Balakrishnan, Sivaraman; Wasserman, Larry 3 2018 Tracking network dynamics: a survey using graph distances. Zbl 1405.62171Donnat, Claire; Holmes, Susan 3 2018 Adjustment of nonconfounding covariates in case-control genetic association studies. Zbl 1393.62111Zhang, Hong; Chatterjee, Nilanjan; Rader, Daniel; Chen, Jinbo 2 2018 Multivariate integer-valued time series with flexible autocovariances and their application to major hurricane counts. Zbl 1393.62126Livsey, James; Lund, Robert; Kechagias, Stefanos; Pipiras, Vladas 2 2018 Powerful test based on conditional effects for genome-wide screening. Zbl 1393.62080Liu, Yaowu; Xie, Jun 2 2018 The effects of nonignorable missing data on label-free mass spectrometry proteomics experiments. Zbl 1411.62377O’Brien, Jonathon J.; Gunawardena, Harsha P.; Paulo, Joao A.; Chen, Xian; Ibrahim, Joseph G.; Gygi, Steven P.; Qaqish, Bahjat F. 2 2018 \(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376Liu, Lydia T.; Dobriban, Edgar; Singer, Amit 2 2018 Sensitivity analysis for stratified comparisons in an observational study of the effect of smoking on homocysteine levels. Zbl 1412.62176Rosenbaum, Paul R. 2 2018 Unique entity estimation with application to the Syrian conflict. Zbl 1405.62238Chen, Beidi; Shrivastava, Anshumali; Steorts, Rebecca C. 2 2018 Providing access to confidential research data through synthesis and verification: an application to data on employees of the U.S. federal government. Zbl 1405.62236Barrientos, Andrés F.; Bolton, Alexander; Balmat, Tom; Reiter, Jerome P.; de Figueiredo, John M.; Machanavajjhala, Ashwin; Chen, Yan; Kneifel, Charley; DeLong, Mark 2 2018 Statistical shape analysis of simplified neuronal trees. Zbl 1405.62172Duncan, Adam; Klassen, Eric; Srivastava, Anuj 2 2018 TPRM: tensor partition regression models with applications in imaging biomarker detection. Zbl 1405.62192Miranda, Michelle F.; Zhu, Hongtu; Ibrahim, Joseph G. 2 2018 Bayesian aggregation of average data: an application in drug development. Zbl 1405.62214Weber, Sebastian; Gelman, Andrew; Lee, Daniel; Betancourt, Michael; Vehtari, Aki; Racine-Poon, Amy 2 2018 Phenomenological forecasting of disease incidence using heteroskedastic Gaussian processes: a dengue case study. Zbl 1393.62071Johnson, Leah R.; Gramacy, Robert B.; Cohen, Jeremy; Mordecai, Erin; Murdock, Courtney; Rohr, Jason; Ryan, Sadie J.; Stewart-Ibarra, Anna M.; Weikel, Daniel 1 2018 Spatial capture-recapture with partial identity: an application to camera traps. Zbl 1393.62051Augustine, Ben C.; Royle, J. Andrew; Kelly, Marcella J.; Satter, Christopher B.; Alonso, Robert S.; Boydston, Erin E.; Crooks, Kevin R. 1 2018 Simultaneous modelling of movement, measurement error, and observer dependence in mark-recapture distance sampling: an application to arctic bird surveys. Zbl 1393.62122Conn, Paul B.; Alisauskas, Ray T. 1 2018 Integrative exploration of large high-dimensional datasets. Zbl 1393.62089Pardy, Christopher; Galbraith, Sally; Wilson, Susan R. 1 2018 How Gaussian mixture models might miss detecting factors that impact growth patterns. Zbl 1393.62030Heggeseth, Brianna C.; Jewell, Nicholas P. 1 2018 Extreme value modelling of water-related insurance claims. Zbl 1393.62047Rohrbeck, Christian; Eastoe, Emma F.; Frigessi, Arnoldo; Tawn, Jonathan A. 1 2018 Design of vaccine trials during outbreaks with and without a delayed vaccination comparator. Zbl 1393.62060Dean, Natalie E.; Halloran, M. Elizabeth; Longini, Ira M. 1 2018 A spatio-temporal modeling framework for weather radar image data in tropical southeast Asia. Zbl 1393.62125Liu, Xiao; Gopal, Vikneswaran; Kalagnanam, Jayant 1 2018 Stochastic simulation of predictive space-time scenarios of wind speed using observations and physical model outputs. Zbl 1393.62121Bessac, Julie; Constantinescu, Emil; Anitescu, Mihai 1 2018 MSIQ: joint modeling of multiple RNA-seq samples for accurate isoform quantification. Zbl 1393.62078Li, Wei Vivian; Zhao, Anqi; Zhang, Shihua; Li, Jingyi Jessica 1 2018 Functional emulation of high resolution tsunami modelling over cascadia. Zbl 1411.62337Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic 1 2018 Multi-rubric models for ordinal spatial data with application to online ratings data. Zbl 1411.62352Linero, Antonio R.; Bradley, Jonathan R.; Desai, Apurva 1 2018 How often does the best team win? A unified approach to understanding randomness in North American sport. Zbl 1412.62216Lopez, Michael J.; Matthews, Gregory J.; Baumer, Benjamin S. 1 2018 Extending Bayesian structural time-series estimates of causal impact to many-household conservation initiatives. Zbl 1412.62205Schmitt, Eric; Tull, Christopher; Atwater, Patrick 1 2018 Split-door criterion: identification of causal effects through auxiliary outcomes. Zbl 1412.62207Sharma, Amit; Hofman, Jake M.; Watts, Duncan J. 1 2018 Statistical modeling and analysis of trace element concentrations in forensic glass evidence. Zbl 1405.62251Pan, Karen D. H.; Kafadar, Karen 1 2018 Loglinear model selection and human mobility. Zbl 1405.62065Dobra, Adrian; Mohammadi, Reza 1 2018 On the use of bootstrap with variational inference: theory, interpretation, and a two-sample test example. Zbl 1405.62165Chen, Yen-Chi; Wang, Y. Samuel; Erosheva, Elena A. 1 2018 Bayesian propagation of record linkage uncertainty into population size estimation of human rights violations. Zbl 1405.62243Sadinle, Mauricio 1 2018 A testing based approach to the discovery of differentially correlated variable sets. Zbl 1405.62160Bodwin, Kelly; Zhang, Kai; Nobel, Andrew 1 2018 Network-based feature screening with applications to genome data. Zbl 1405.62217Wu, Mengyun; Zhu, Liping; Feng, Xingdong 1 2018 Complex-valued time series modeling for improved activation detection in fMRI studies. Zbl 1405.62152Adrian, Daniel W.; Maitra, Ranjan; Rowe, Daniel B. 1 2018 Optimal multilevel matching using network flows: an application to a summer reading intervention. Zbl 1405.62242Pimentel, Samuel D.; Page, Lindsay C.; Lenard, Matthew; Keele, Luke 1 2018 Topological data analysis of single-trial electroencephalographic signals. Zbl 1405.62212Wang, Yuan; Ombao, Hernando; Chung, Moo K. 1 2018 A general framework for association analysis of heterogeneous data. 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Zbl 1391.62217Ginestet, Cedric E.; Li, Jun; Balachandran, Prakash; Rosenberg, Steven; Kolaczyk, Eric D. 7 2017 A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure. Zbl 1366.62211DeRuiter, Stacy L.; Langrock, Roland; Skirbutas, Tomas; Goldbogen, Jeremy A.; Calambokidis, John; Friedlaender, Ari S.; Southall, Brandon L. 6 2017 Space and circular time log Gaussian Cox processes with application to crime event data. Zbl 1416.62689Shirota, Shinichiro; Gelfand, Alan E. 6 2017 Focusing on regions of interest in forecast evaluation. Zbl 1383.62243Holzmann, Hajo; Klar, Bernhard 4 2017 Bayesian nonhomogeneous Markov models via Pólya-Gamma data augmentation with applications to rainfall modeling. Zbl 1366.62255Holsclaw, Tracy; Greene, Arthur M.; Robertson, Andrew W.; Smyth, Padhraic 4 2017 Model-based clustering with data correction for removing artifacts in gene expression data. Zbl 1383.62299Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee 3 2017 Bayesian inference for multiple Gaussian graphical models with application to metabolic association networks. Zbl 1383.62294Tan, Linda S. L.; Jasra, Ajay; De Iorio, Maria; Ebbels, Timothy M. D. 3 2017 Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales. Zbl 1383.62300Yuan, Yuan; Bachl, Fabian E.; Lindgren, Finn; Borchers, David L.; Illian, Janine B.; Buckland, Stephen T.; Rue, Håvard; Gerrodette, Tim 3 2017 Gene network reconstruction using global-local shrinkage priors. Zbl 1366.62227Leday, Gwenaël G. R.; de Gunst, Mathisca C. M.; Kpogbezan, Gino B.; van der Vaart, Aad W.; van Wieringen, Wessel N.; van de Wiel, Mark A. 3 2017 Vaccines, contagion, and social networks. Zbl 1391.62237Ogburn, Elizabeth L.; VanderWeele, Tyler J. 3 2017 Variable selection for a categorical varying-coefficient model with identifications for determinants of body mass index. Zbl 1391.62214Gao, Jiti; Peng, Bin; Ren, Zhao; Zhang, Xiaohui 3 2017 ...and 817 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 7,667 Authors 23 Reich, Brian James 19 Genton, Marc G. 19 Lian, Heng 19 Marron, James Stephen 17 Fan, Jianqing 17 Small, Dylan S. 16 Li, Hongzhe 16 Ma, Shuangge 15 Li, Runze 15 Rosenbaum, Paul Richard 15 Zhao, Hongyu 15 Zhu, Hongtu 14 Dunson, David Brian 13 Langrock, Roland 13 Liu, Han 13 Suchard, Marc A. 13 Tibshirani, Robert John 13 Wikle, Christopher K. 12 Bickel, Peter John 12 Bühlmann, Peter 12 Crăiniceanu, Ciprian-Mugur 12 Huang, Jianhua Z. 12 Latouche, Pierre 12 Murphy, Thomas Brendan 12 Vannucci, Marina 11 Aston, John A. D. 11 Banerjee, Sudipto 11 Falk, Michael 11 Gelfand, Alan Enoch 11 Guindani, Michele 11 Huckemann, Stephan F. 11 Müller, Peter 11 Srivastava, Anuj 11 Staicu, Ana-Maria 11 Tutz, Gerhard E. 10 Balakrishnan, Narayanaswamy 10 Böhning, Dankmar 10 Cai, Tony Tony 10 Carroll, Raymond James 10 Dey, Dipak Kumar 10 Fuentes, Montserrat 10 Hanson, Timothy E. 10 Held, Leonhard 10 Ionides, Edward L. 10 King, Ruth 10 Mallick, Bani K. 10 Nobel, Andrew B. 10 Pan, Wei 10 Porcu, Emilio 10 Priebe, Carey E. 10 Rudin, Cynthia 10 Rue, Håvard 10 Shen, Haipeng 10 Shen, Xiaotong 10 Stein, Michael L. 10 Vantini, Simone 10 Zhu, Ji 9 Brown, Lawrence David 9 Davison, Anthony C. 9 Greven, Sonja 9 Hooten, Mevin B. 9 Ji, Yuan 9 Kneib, Thomas 9 Kokoszka, Piotr S. 9 Leng, Chenlei 9 Levina, Elizaveta 9 Liu, Yufeng 9 Matteson, David S. 9 Meyer, Mary C. 9 Müller, Hans-Georg 9 Parmigiani, Giovanni 9 Székely, Gábor J. 9 Wu, Tongtong 9 Yuan, Ming 9 Zou, Hui 8 Airoldi, Edoardo M. 8 Bouveyron, Charles 8 Caffo, Brian S. 8 Castruccio, Stefano 8 Commenges, Daniel 8 Croux, Christophe 8 Dominici, Francesca 8 Handcock, Mark S. 8 Hanks, Ephraim M. 8 He, Xuming 8 Hoff, Peter D. 8 Holan, Scott H. 8 Hong, Yili 8 Hooker, Giles 8 Jiao, Yuling 8 Lei, Jing 8 Li, Fan 8 Li, Gen 8 Lindgren, Finn 8 Liu, Jingchen 8 Marinucci, Domenico 8 Maroulas, Vasileios 8 Maruotti, Antonello 8 Mateu, Jorge 8 Munk, Axel ...and 7,567 more Authors all top 5 Cited in 304 Journals 667 The Annals of Applied Statistics 280 Computational Statistics and Data Analysis 265 Journal of the American Statistical Association 177 The Annals of Statistics 176 Electronic Journal of Statistics 147 Journal of Multivariate Analysis 139 Biometrics 116 Statistical Science 114 Statistics and Computing 87 Journal of Statistical Planning and Inference 87 Journal of Statistical Computation and Simulation 79 Bayesian Analysis 73 Statistics & Probability Letters 62 Journal of Agricultural, Biological, and Environmental Statistics 57 Journal of Machine Learning Research (JMLR) 56 Computational Statistics 56 Journal of Applied Statistics 50 Statistical Modelling 45 Test 41 Bernoulli 40 Biometrical Journal 40 Journal of Econometrics 40 European Journal of Operational Research 40 Extremes 38 Statistical Applications in Genetics and Molecular Biology 32 Statistical Analysis and Data Mining 30 Advances in Data Analysis and Classification. 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