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: 1,431 Publications (since 2007) References Indexed: 1,232 Publications with 47,482 References. all top 5 Latest Issues 16, No. 1 (2022) 15, No. 4 (2021) 15, No. 3 (2021) 15, No. 2 (2021) 15, No. 1 (2021) 14, No. 4 (2020) 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 14 Reich, Brian James 12 Small, Dylan S. 11 Huang, Jianhua Z. 11 Marron, James Stephen 11 Raftery, Adrian E. 10 McCormick, Tyler H. 10 Parmigiani, Giovanni 10 Stein, Michael L. 10 Tibshirani, Robert John 9 Bickel, Peter John 9 Jensen, Shane T. 9 Zhao, Hongyu 8 Rosenbaum, Paul Richard 8 Stephens, Matthew 8 Suchard, Marc A. 8 Vannucci, Marina 8 Zhang, Nancy Ruonan 8 Zhu, Ji 7 Dunson, David Brian 7 Gelfand, Alan Enoch 7 Halloran, M. Elizabeth 7 Hoff, Peter D. 7 Ibrahim, Joseph George 7 Li, Fan 7 Peng, Jie 7 Simon, Noah Robin 7 Tseng, George C. 6 Caffo, Brian S. 6 Dominici, Francesca 6 Efron, Bradley 6 Erosheva, Elena A. 6 Fienberg, Stephen Elliot 6 Handcock, Mark S. 6 Lee, Ann B. 6 Lee, Thomas C. M. 6 Li, Hongzhe 6 Longini, Ira M. jun. 6 Murphy, Thomas Brendan 6 Roeder, Kathryn 6 Schwartzman, Armin 6 Serban, Nicoleta 6 Trippa, Lorenzo 6 Wasserman, Larry Alan 6 Xing, Eric P. 6 Zhu, Hongtu 6 Zidek, James Victor 5 Cooley, Daniel S. 5 Coull, Brent A. 5 Davison, Anthony C. 5 Ding, Yu 5 Dobra, Adrian 5 Feuerverger, Andrey 5 Fuentes, Montserrat 5 Haran, Murali 5 Hong, Yili 5 James, Gareth M. 5 Jordan, Michael Irwin 5 Kim, Jae Kwang 5 Mohler, George O. 5 Müller, Peter 5 Newton, Michael A. 5 Nobel, Andrew B. 5 Owen, Art B. 5 Paddock, Susan M. 5 Paul, Debashis 5 Rodríguez, Abel 5 Schoenberg, Frederic Paik 5 Shen, Haipeng 5 Wang, Yuanjia 5 Witten, Daniela M. 5 Yu, Bin 5 Yuan, Ying 4 Albert, Paul S. 4 Alkema, Leontine 4 Aston, John A. D. 4 Baladandayuthapani, Veerabhadran 4 Bandyopadhyay, Dipankar 4 Banerjee, Sudipto 4 Bingham, Derek R. 4 Carlin, Bradley P. 4 Carvalho, Carlos Marinho 4 Castruccio, Stefano 4 Clark, Samuel J. 4 de Angelis, Daniela 4 Dryden, Ian L. 4 Fosdick, Bailey K. 4 Fox, Emily B. 4 Gelman, Andrew 4 Genton, Marc G. 4 George, Edward I. 4 Guindani, Michele 4 Guttorp, Peter 4 Hastie, Trevor John 4 Holan, Scott H. 4 Holzmann, Hajo 4 Hooten, Mevin B. 4 Jank, Wolfgang S. 4 Ji, Yuan 4 Kadane, Joseph Born 4 Kafadar, Karen ...and 3,286 more Authors all top 5 Fields 1,421 Statistics (62-XX) 323 Biology and other natural sciences (92-XX) 293 Numerical analysis (65-XX) 117 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 96 Probability theory and stochastic processes (60-XX) 71 Geophysics (86-XX) 36 Combinatorics (05-XX) 32 Operations research, mathematical programming (90-XX) 27 Computer science (68-XX) 19 History and biography (01-XX) 19 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) 5 Information and communication theory, circuits (94-XX) 3 Ordinary differential equations (34-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 3 Systems theory; control (93-XX) 2 Functional analysis (46-XX) 2 Differential geometry (53-XX) 2 Quantum theory (81-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 982 Publications have been cited 6,829 times in 5,208 Documents Cited by ▼ Year ▼ Pathwise coordinate optimization. Zbl 1378.90064Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert 303 2007 Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095Breheny, Patrick; Huang, Jian 135 2011 Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045Wu, Tong Tong; Lange, Kenneth 125 2008 Brownian distance covariance. Zbl 1196.62077Székely, Gábor J.; Rizzo, Maria L. 116 2009 BART: Bayesian additive regression trees. Zbl 1189.62066Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E. 106 2010 Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040Fan, Jianqing; Feng, Yang; Wu, Yichao 87 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 80 2008 Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272Kou, S. C. 63 2008 Multilevel functional principal component analysis. Zbl 1160.62061Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M. 62 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 60 2010 Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei 52 2009 On spatial extremes: with application to a rainfall problem. Zbl 1273.62258Buishand, T. A.; de Haan, L.; Zhou, C. 52 2008 Random survival forests. Zbl 1149.62331Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S. 47 2008 SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J. 47 2015 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123Alfons, Andreas; Croux, Christophe; Gelper, Sarah 46 2013 Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338Levina, Elizaveta; Rothman, Adam; Zhu, Ji 44 2008 A flexible regression model for count data. Zbl 1194.62091Sellers, Kimberly F.; Shmueli, Galit 42 2010 On testing the significance of sets of genes. Zbl 1129.62102Efron, Bradley; Tibshirani, Robert 40 2007 Modeling social networks from sampled data. Zbl 1189.62187Handcock, Mark S.; Gile, Krista J. 40 2010 Inference using shape-restricted regression splines. Zbl 1149.62033Meyer, Mary C. 40 2008 Estimating time-varying networks. Zbl 1189.62142Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 39 2010 Nonstationary covariance models for global data. Zbl 1168.62381Jun, Mikyoung; Stein, Michael L. 39 2008 Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne 37 2010 Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050Hoff, Peter D. 36 2007 Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075Bolin, David; Lindgren, Finn 36 2011 Time series analysis via mechanistic models. Zbl 1160.62080Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A. 36 2009 Spatial modeling of extreme snow depth. Zbl 1228.62154Blanchet, Juliette; Davison, Anthony C. 34 2011 A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133Xing, Eric P.; Fu, Wenjie; Song, Le 33 2010 A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120Reich, Brian J.; Shaby, Benjamin A. 32 2012 Spatial variation of total column ozone on a global scale. Zbl 1129.62115Stein, Michael L. 32 2007 Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe 32 2011 Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille 32 2007 Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046Dobra, Adrian; Lenkoski, Alex 31 2011 Statistical analysis of trajectories on Riemannian manifolds: bird migration, hurricane tracking and video surveillance. Zbl 1454.62554Su, Jingyong; Kurtek, Sebastian; Klassen, Eric; Srivastava, Anuj 31 2014 A correlated topic model of science. Zbl 1129.62122Blei, David M.; Lafferty, John D. 30 2007 A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114Reich, Brian J.; Fuentes, Montserrat 30 2007 A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151Yin, Jianxin; Li, Hongzhe 29 2011 Structured variable selection and estimation. Zbl 1184.62032Yuan, Ming; Joseph, V. Roshan; Zou, Hui 28 2009 A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S. 28 2011 Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079Allen, Genevera I.; Tibshirani, Robert 27 2010 Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption. Zbl 1220.62165Wang, Xia; Dey, Dipak K. 27 2010 A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498Gormley, Isobel Claire; Murphy, Thomas Brendan 27 2008 Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217Lin, Winston 26 2013 An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004Muralidharan, Omkar 25 2010 For objective causal inference, design trumps analysis. Zbl 1149.62089Rubin, Donald B. 25 2008 Predictive learning via rule ensembles. Zbl 1149.62051Friedman, Jerome H.; Popescu, Bogdan E. 25 2008 Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053Peng, Jie; Müller, Hans-Georg 25 2008 Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072Aston, John A. D.; Kirch, Claudia 24 2012 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. 24 2009 Global space-time models for climate ensembles. Zbl 1454.62436Castruccio, Stefano; Stein, Michael L. 23 2013 Principal arc analysis on direct product manifolds. Zbl 1220.62077Jung, Sungkyu; Foskey, Mark; Marron, J. S. 23 2011 Sparse modeling of categorial explanatory variables. Zbl 1220.62092Gertheiss, Jan; Tutz, Gerhard 23 2010 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. 22 2013 Finding large average submatrices in high dimensional data. Zbl 1196.62087Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B. 22 2009 Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083Finegold, Michael; Drton, Mathias 22 2011 Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145Guan, Yongtao; Stephens, Matthew 22 2011 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. 22 2011 Multilinear tensor regression for longitudinal relational data. Zbl 1454.62481Hoff, Peter D. 22 2015 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 21 2007 A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel 21 2011 Random lasso. Zbl 1220.62091Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji 21 2011 Bayesian semiparametric inference for multivariate doubly-interval-censored data. Zbl 1220.62023Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, Fernando 21 2010 Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166Siegmund, David; Yakir, Benjamin; Zhang, Nancy R. 21 2011 In-season prediction of batting averages: a field test of empirical Bayes and Bayes methodologies. Zbl 1137.62419Brown, Lawrence D. 21 2008 Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157Li, Caiyan; Li, Hongzhe 21 2010 Sparse logistic principal components analysis for binary data. Zbl 1202.62084Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua 21 2010 Self-exciting hurdle models for terrorist activity. Zbl 1316.62186Porter, Michael D.; White, Gentry 20 2012 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 DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054Rizzo, Maria L.; Székely, Gábor J. 20 2010 Improving the precision of classification trees. Zbl 1184.62109Loh, Wei-Yin 20 2009 Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010Efron, Bradley 20 2008 The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145Niu, Yue S.; Zhang, Heping 20 2012 Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047Owen, Art B.; Perry, Patrick O. 20 2009 Curve alignment by moments. Zbl 1126.62001James, Gareth M. 19 2007 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 19 2011 Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274Lee, Ann B.; Nadler, Boaz; Wasserman, Larry 19 2008 Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni 19 2008 Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097Cabella, Paolo; Marinucci, Domenico 18 2009 High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089Aït-Sahalia, Yacine; Yu, Jialin 18 2009 Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317Chen, Jun; Li, Hongzhe 17 2013 Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267Liebl, Dominik 17 2013 Are a set of microarrays independent of each other? Zbl 1196.62138Efron, Bradley 17 2009 A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015Tancredi, Andrea; Liseo, Brunero 17 2011 Extremes on river networks. Zbl 1397.62482Asadi, Peiman; Davison, Anthony C.; Engelke, Sebastian 17 2015 Detection and localization of change-points in high-dimensional network traffic data. Zbl 1166.62094Lévy-Leduc, Céline; Roueff, François 17 2009 A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA). Zbl 1257.62093Illian, Janine B.; Sørbye, Sigrunn H.; Rue, Håvard 16 2012 Dynamical functional prediction and classification, with application to traffic flow prediction. Zbl 1257.62090Chiou, Jeng-Min 16 2012 Estimating treatment effect heterogeneity in randomized program evaluation. Zbl 1376.62036Imai, Kosuke; Ratkovic, Marc 16 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 16 2012 Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283Stein, Michael L.; Chen, Jie; Anitescu, Mihai 16 2013 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. 16 2009 Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013Knowles, David; Ghahramani, Zoubin 16 2011 A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data. Zbl 1137.62081Wei, Zhi; Li, Hongzhe 16 2008 Small area estimation of general parameters with application to poverty indicators: a hierarchical Bayes approach. Zbl 1454.62489Molina, Isabel; Nandram, Balgobin; Rao, J. N. K. 16 2014 Inferring causal impact using Bayesian structural time-series models. Zbl 1454.62473Brodersen, Kay H.; Gallusser, Fabian; Koehler, Jim; Remy, Nicolas; Scott, Steven L. 16 2015 Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 16 2015 Parallel partial Gaussian process emulation for computer models with massive output. Zbl 1391.62184Gu, Mengyang; Berger, James O. 16 2016 Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model. Zbl 1454.62348Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David 16 2015 Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171Warton, David I.; Shepherd, Leah C. 16 2010 Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia 15 2012 A regression discontinuity design for ordinal running variables: evaluating central bank purchases of corporate bonds. Zbl 1475.62250Li, Fan; Mercatanti, Andrea; Mäkinen, Taneli; Silvestrini, Andrea 1 2021 BETS: the dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic. Zbl 1475.62274Zhao, Qingyuan; Ju, Nianqiao; Bacallado, Sergio; Shah, Rajen D. 1 2021 Tensor-variate finite mixture modeling for the analysis of university professor remuneration. Zbl 1477.62376Sarkar, Shuchismita; Melnykov, Volodymyr; Zhu, Xuwen 1 2021 The ASA President’s task force statement on statistical significance and replicability. Zbl 1478.62008Benjamini, Yoav; De Veaux, Richard D.; Efron, Bradley; Evans, Scott; Glickman, Mark; Graubard, Barry I.; He, Xuming; Meng, Xiao-Li; Reid, Nancy; Stigler, Stephen M.; Vardeman, Stephen B.; Wikle, Christopher K.; Wright, Tommy; Young, Linda J.; Kafadar, Karen 1 2021 Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging. Zbl 1478.62341Risk, Benjamin B.; Gaynanova, Irina 1 2021 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. 4 2020 A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging. Zbl 1446.62287Paul, Subhadeep; Chen, Yuguo 3 2020 Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. 2 2020 Causal inference from observational studies with clustered interference, with application to a cholera vaccine study. Zbl 1470.62152Barkley, Brian G.; Hudgens, Michael G.; Clemens, John D.; Ali, Mohammad; Emch, Michael E. 1 2020 A Bayesian model of microbiome data for simultaneous identification of covariate associations and prediction of phenotypic outcomes. Zbl 1470.62159Koslovsky, Matthew D.; Hoffman, Kristi L.; Daniel, Carrie R.; Vannucci, Marina 1 2020 Log-contrast regression with functional compositional predictors: linking preterm infants’ gut microbiome trajectories to neurobehavioral outcome. Zbl 1470.62167Sun, Zhe; Xu, Wanli; Cong, Xiaomei; Li, Gen; Chen, Kun 1 2020 Feature selection for data integration with mixed multiview data. Zbl 07483741Baker, Yulia; Tang, Tiffany M.; Allen, Genevera I. 1 2020 Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation. Zbl 07483745Wang, Yan; Yue, Xiaowei; Tuo, Rui; Hunt, Jeffrey H.; Shi, Jianjun 1 2020 SHOPPER: a probabilistic model of consumer choice with substitutes and complements. Zbl 1443.62218Ruiz, Francisco J. R.; Athey, Susan; Blei, David M. 1 2020 Efficient real-time monitoring of an emerging influenza pandemic: how feasible? Zbl 1439.62216Birrell, Paul J.; Wernisch, Lorenz; Tom, Brian D. M.; Held, Leonhard; Roberts, Gareth O.; Pebody, Richard G.; De Angelis, Daniela 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 Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors. Zbl 1439.62215Antonelli, Joseph; Mazumdar, Maitreyi; Bellinger, David; Christiani, David; Wright, Robert; Coull, Brent 1 2020 Regression for copula-linked compound distributions with applications in modeling aggregate insurance claims. Zbl 1439.62247Shi, Peng; Zhao, Zifeng 1 2020 Estimating and forecasting the smoking-attributable mortality fraction for both genders jointly in over 60 countries. Zbl 1439.62222Li, Yicheng; Raftery, Adrian E. 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 Compression of climate simulations with a nonstationary global spatiotemporal SPDE model. Zbl 1446.62139Fuglstad, Geir-Arne; Castruccio, Stefano 1 2020 Baseline drift estimation for air quality data using quantile trend filtering. Zbl 1446.62115Brantley, Halley L.; Guinness, Joseph; Chi, Eric C. 1 2020 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 Sequential importance sampling for multiresolution Kingman-Tajima coalescent counting. Zbl 1446.62269Cappello, Lorenzo; Palacios, Julia A. 1 2020 Multiview cluster aggregation and splitting, with an application to multiomic breast cancer data. Zbl 1446.62274Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 1 2020 A global-local approach for detecting hotspots in multiple-response regression. Zbl 1446.62288Ruffieux, Hélène; Davison, Anthony C.; Hager, Jörg; Inshaw, Jamie; Fairfax, Benjamin P.; Richardson, Sylvia; Bottolo, Leonardo 1 2020 Network classification with applications to brain connectomics. Zbl 1433.62314Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F. 6 2019 Common and individual structure of brain networks. Zbl 1417.62332Wang, Lu; Zhang, Zhengwu; Dunson, David 5 2019 Prediction models for network-linked data. Zbl 1417.62354Li, Tianxi; Levina, Elizaveta; Zhu, Ji 5 2019 Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Zbl 1436.62551Freue, Gabriela V. Cohen; Kepplinger, David; Salibián-Barrera, Matías; Smucler, Ezequiel 4 2019 Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392Li, Fan; Li, Fan 4 2019 The classification permutation test: a flexible approach to testing for covariate imbalance in observational studies. Zbl 1434.62061Gagnon-Bartsch, Johann; Shem-Tov, Yotam 3 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. 3 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 3 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. 3 2019 Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315Katsevich, Eugene; Sabatti, Chiara 3 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. 2 2019 Fire seasonality identification with multimodality tests. Zbl 1435.62409Ameijeiras-Alonso, Jose; Benali, Akli; Crujeiras, Rosa M.; Rodríguez-Casal, Alberto; Pereira, José M. C. 2 2019 Principal nested shape space analysis of molecular dynamics data. Zbl 1435.62216Dryden, Ian L.; Kim, Kwang-Rae; Laughton, Charles A.; Le, Huiling 2 2019 New formulation of the logistic-Gaussian process to analyze trajectory tracking data. Zbl 1435.62414Mastrantonio, Gianluca; Grazian, Clara; Mancinelli, Sara; Bibbona, Enrico 2 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 2 2019 TreeClone: reconstruction of tumor subclone phylogeny based on mutation pairs using next generation sequencing data. Zbl 1423.62155Zhou, Tianjian; Sengupta, Subhajit; Müller, Peter; Ji, Yuan 2 2019 Sparse principal component analysis with missing observations. Zbl 1423.62057Park, Seyoung; Zhao, Hongyu 2 2019 Learning algorithms to evaluate forensic glass evidence. Zbl 1423.62059Park, Soyoung; Carriquiry, Alicia 2 2019 Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident. Zbl 1423.62166Liebl, Dominik 2 2019 Semiparametric empirical best prediction for small area estimation of unemployment indicators. Zbl 1423.62162Marino, Maria Francesca; Ranalli, Maria Giovanna; Salvati, Nicola; Alfò, Marco 2 2019 An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352Johndrow, James E.; Lum, Kristian 2 2019 Identifying and estimating principal causal effects in a multi-site trial of early college high schools. Zbl 1433.62327Yuan, Lo-Hua; Feller, Avi; Miratrix, Luke W. 1 2019 A hidden Markov model approach to characterizing the photo-switching behavior of fluorophores. 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Zbl 1423.62154Zeng, Li; Warren, Joshua L.; Zhao, Hongyu 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 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 A Bayesian Mallows approach to nontransitive pair comparison data: how human are sounds? Zbl 1418.62402Crispino, Marta; Arjas, Elja; Vitelli, Valeria; Barrett, Natasha; Frigessi, Arnoldo 1 2019 Causal inference in the context of an error prone exposure: air pollution and mortality. 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Zbl 1393.62111Zhang, Hong; Chatterjee, Nilanjan; Rader, Daniel; Chen, Jinbo 2 2018 ...and 882 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 8,969 Authors 28 Reich, Brian James 23 Genton, Marc G. 22 Marron, James Stephen 19 Fan, Jianqing 19 Lian, Heng 19 Small, Dylan S. 18 Ma, Shuangge 17 Dunson, David Brian 17 Suchard, Marc A. 16 Bühlmann, Peter 16 Huang, Jian 16 Li, Hongzhe 16 Li, Runze 16 Müller, Peter 16 Rosenbaum, Paul Richard 16 Zhao, Hongyu 16 Zhu, Hongtu 14 Langrock, Roland 14 Liu, Han 14 Murphy, Thomas Brendan 14 Tibshirani, Robert John 14 Tutz, Gerhard E. 14 Vannucci, Marina 13 Bickel, Peter John 13 Crăiniceanu, Ciprian-Mugur 13 Huang, Jianhua Z. 13 Latouche, Pierre 13 Rue, Håvard 13 Srivastava, Anuj 13 Staicu, Ana-Maria 13 Wikle, Christopher K. 12 Aston, John A. D. 12 Balakrishnan, Narayanaswamy 12 Banerjee, Sudipto 12 Böhning, Dankmar 12 Dey, Dipak Kumar 12 Gelfand, Alan Enoch 12 Huckemann, Stephan F. 12 Ji, Yuan 12 Kneib, Thomas 12 Levina, Elizaveta 12 Liu, Yufeng 12 Ombao, Hernando C. 12 Porcu, Emilio 12 Priebe, Carey E. 12 Vantini, Simone 12 Zhu, Ji 11 Carroll, Raymond James 11 Castruccio, Stefano 11 Falk, Michael 11 Guindani, Michele 11 Held, Leonhard 11 Hoff, Peter D. 11 Huser, Raphaël 11 Jiao, Yuling 11 Leng, Chenlei 11 Li, Fan 11 Rudin, Cynthia 11 Shen, Xiaotong 11 Stein, Michael L. 11 Wasserman, Larry Alan 11 Zou, Hui 10 Cai, Tony Tony 10 Ding, Peng 10 Farcomeni, Alessio 10 Fuentes, Montserrat 10 Hanson, Timothy E. 10 Ionides, Edward L. 10 Katzfuss, Matthias 10 King, Ruth 10 Klein, Nadja 10 Kokoszka, Piotr S. 10 Mallick, Bani K. 10 Maroulas, Vasileios 10 Maruotti, Antonello 10 Mateu, Jorge 10 Matteson, David S. 10 Meyer, Mary C. 10 Müller, Hans-Georg 10 Nobel, Andrew B. 10 Pan, Wei 10 Parmigiani, Giovanni 10 Reiter, Jerome P. 10 Secchi, Piercesare 10 Shen, Haipeng 10 Székely, Gábor J. 10 Yuan, Ming 10 Zhou, Yong 9 Bouveyron, Charles 9 Brown, Lawrence David 9 Croux, Christophe 9 Davison, Anthony C. 9 George, Edward I. 9 Greven, Sonja 9 Holan, Scott H. 9 Hooten, Mevin B. 9 Li, Yang 9 Menafoglio, Alessandra 9 Munk, Axel 9 Nott, David John ...and 8,869 more Authors all top 5 Cited in 331 Journals 755 The Annals of Applied Statistics 318 Computational Statistics and Data Analysis 265 Journal of the American Statistical Association 208 Electronic Journal of Statistics 206 The Annals of Statistics 161 Journal of Multivariate Analysis 139 Biometrics 136 Statistical Science 133 Statistics and Computing 118 Journal of Applied Statistics 109 Journal of Statistical Computation and Simulation 102 Journal of Computational and Graphical Statistics 95 Journal of Statistical Planning and Inference 90 Bayesian Analysis 85 Statistics & Probability Letters 67 Computational Statistics 64 Journal of Machine Learning Research (JMLR) 62 Journal of Agricultural, Biological, and Environmental Statistics 58 Test 51 Statistical Modelling 48 Communications in Statistics. 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