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: 1,570 Publications (since 2007) References Indexed: 1,371 Publications with 54,493 References. all top 5 Latest Issues 17, No. 1 (2023) 16, No. 4 (2022) 16, No. 3 (2022) 16, No. 2 (2022) 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 15 Reich, Brian James 14 Small, Dylan S. 11 Huang, Jianhua Z. 11 Marron, James Stephen 11 Parmigiani, Giovanni 11 Raftery, Adrian E. 11 Tibshirani, Robert John 10 Dunson, David Brian 10 McCormick, Tyler H. 10 Stein, Michael L. 9 Bickel, Peter John 9 Gelfand, Alan Enoch 9 Jensen, Shane T. 9 Rosenbaum, Paul Richard 9 Vannucci, Marina 9 Zhao, Hongyu 8 Stephens, Matthew 8 Suchard, Marc A. 8 Tseng, George C. 8 Zhang, Nancy Ruonan 8 Zhu, Ji 7 Dominici, Francesca 7 Halloran, M. Elizabeth 7 Hoff, Peter D. 7 Ibrahim, Joseph George 7 Li, Fan 7 Li, Hongzhe 7 Murphy, Thomas Brendan 7 Peng, Jie 7 Simon, Noah Robin 7 Wasserman, Larry Alan 7 Zhang, Zhiwei 7 Zidek, James Victor 6 Caffo, Brian S. 6 Cooley, Daniel S. 6 Coull, Brent A. 6 Davison, Anthony C. 6 Efron, Bradley 6 Erosheva, Elena A. 6 Fienberg, Stephen Elliot 6 Handcock, Mark S. 6 Haran, Murali 6 Huser, Raphaël 6 Kang, Jian 6 Lee, Ann B. 6 Lee, Thomas C. M. 6 Longini, Ira M. jun. 6 Roeder, Kathryn 6 Schwartzman, Armin 6 Serban, Nicoleta 6 Trippa, Lorenzo 6 Xing, Eric P. 6 Yuan, Ying 6 Zhu, Hongtu 5 Alkema, Leontine 5 Aston, John A. D. 5 Baladandayuthapani, Veerabhadran 5 Blei, David M. 5 Ding, Yu 5 Dobra, Adrian 5 Feuerverger, Andrey 5 Fosdick, Bailey K. 5 Fuentes, Montserrat 5 Hastie, Trevor John 5 Holan, Scott H. 5 Hong, Yili 5 Hooten, Mevin B. 5 James, Gareth M. 5 Jordan, Michael Irwin 5 Kim, Jae Kwang 5 Li, Runze 5 Liu, Jun S. 5 Mohler, George O. 5 Müller, Peter 5 Newton, Michael A. 5 Nobel, Andrew B. 5 Ombao, Hernando C. 5 Owen, Art B. 5 Paddock, Susan M. 5 Paul, Debashis 5 Rodríguez, Abel 5 Schoenberg, Frederic Paik 5 Shen, Haipeng 5 Tawn, Jonathan A. 5 Wakefield, Jon C. 5 Wang, Yuanjia 5 Warren, Joshua L. 5 Wikle, Christopher K. 5 Witten, Daniela M. 5 Yu, Bin 5 Zubizarreta, José R. 4 Albert, Paul S. 4 Bandyopadhyay, Dipankar 4 Banerjee, Sudipto 4 Berrocal, Veronica J. 4 Bingham, Derek R. 4 Carlin, Bradley P. 4 Carvalho, Carlos Marinho 4 Castruccio, Stefano 4 Chen, Kun ...and 3,620 more Authors all top 5 Fields 1,560 Statistics (62-XX) 341 Biology and other natural sciences (92-XX) 295 Numerical analysis (65-XX) 127 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 114 Probability theory and stochastic processes (60-XX) 77 Geophysics (86-XX) 39 Computer science (68-XX) 36 Combinatorics (05-XX) 35 Operations research, mathematical programming (90-XX) 21 Astronomy and astrophysics (85-XX) 19 History and biography (01-XX) 7 Linear and multilinear algebra; matrix theory (15-XX) 6 Dynamical systems and ergodic theory (37-XX) 6 Information and communication theory, circuits (94-XX) 5 General and overarching topics; collections (00-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 3 Ordinary differential equations (34-XX) 3 Systems theory; control (93-XX) 2 Functional analysis (46-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Differential geometry (53-XX) 2 Quantum theory (81-XX) 2 Relativity and gravitational theory (83-XX) 2 Mathematics education (97-XX) 1 Partial differential equations (35-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 1,042 Publications have been cited 7,886 times in 5,866 Documents Cited by ▼ Year ▼ Pathwise coordinate optimization. Zbl 1378.90064Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert 332 2007 Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095Breheny, Patrick; Huang, Jian 153 2011 Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045Wu, Tong Tong; Lange, Kenneth 136 2008 Brownian distance covariance. Zbl 1196.62077Székely, Gábor J.; Rizzo, Maria L. 132 2009 BART: Bayesian additive regression trees. Zbl 1189.62066Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E. 131 2010 Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040Fan, Jianqing; Feng, Yang; Wu, Yichao 102 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 96 2008 Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272Kou, S. C. 72 2008 Multilevel functional principal component analysis. Zbl 1160.62061Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M. 67 2009 Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei 63 2009 Random survival forests. Zbl 1149.62331Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S. 62 2008 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 62 2010 On spatial extremes: with application to a rainfall problem. Zbl 1273.62258Buishand, T. A.; de Haan, L.; Zhou, C. 58 2008 Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123Alfons, Andreas; Croux, Christophe; Gelper, Sarah 57 2013 SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J. 54 2015 A flexible regression model for count data. Zbl 1194.62091Sellers, Kimberly F.; Shmueli, Galit 51 2010 Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338Levina, Elizaveta; Rothman, Adam; Zhu, Ji 47 2008 Inference using shape-restricted regression splines. Zbl 1149.62033Meyer, Mary C. 46 2008 Modeling social networks from sampled data. Zbl 1189.62187Handcock, Mark S.; Gile, Krista J. 44 2010 Estimating time-varying networks. Zbl 1189.62142Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 44 2010 Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne 44 2010 On testing the significance of sets of genes. Zbl 1129.62102Efron, Bradley; Tibshirani, Robert 42 2007 Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050Hoff, Peter D. 42 2007 Nonstationary covariance models for global data. Zbl 1168.62381Jun, Mikyoung; Stein, Michael L. 42 2008 Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046Dobra, Adrian; Lenkoski, Alex 41 2011 Time series analysis via mechanistic models. Zbl 1160.62080Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A. 40 2009 Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075Bolin, David; Lindgren, Finn 40 2011 Spatial variation of total column ozone on a global scale. Zbl 1129.62115Stein, Michael L. 38 2007 Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe 38 2011 A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133Xing, Eric P.; Fu, Wenjie; Song, Le 38 2010 Spatial modeling of extreme snow depth. Zbl 1228.62154Blanchet, Juliette; Davison, Anthony C. 37 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 36 2014 A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151Yin, Jianxin; Li, Hongzhe 36 2011 Predictive learning via rule ensembles. Zbl 1149.62051Friedman, Jerome H.; Popescu, Bogdan E. 34 2008 A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120Reich, Brian J.; Shaby, Benjamin A. 34 2012 A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114Reich, Brian J.; Fuentes, Montserrat 33 2007 A correlated topic model of science. Zbl 1129.62122Blei, David M.; Lafferty, John D. 32 2007 Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille 32 2007 Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217Lin, Winston 32 2013 A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S. 32 2011 A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498Gormley, Isobel Claire; Murphy, Thomas Brendan 31 2008 Structured variable selection and estimation. Zbl 1184.62032Yuan, Ming; Joseph, V. Roshan; Zou, Hui 31 2009 Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083Finegold, Michael; Drton, Mathias 30 2011 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. 29 2009 Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption. Zbl 1220.62165Wang, Xia; Dey, Dipak K. 29 2010 An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004Muralidharan, Omkar 29 2010 Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079Allen, Genevera I.; Tibshirani, Robert 29 2010 For objective causal inference, design trumps analysis. Zbl 1149.62089Rubin, Donald B. 28 2008 Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053Peng, Jie; Müller, Hans-Georg 28 2008 Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072Aston, John A. D.; Kirch, Claudia 26 2012 Multilinear tensor regression for longitudinal relational data. Zbl 1454.62481Hoff, Peter D. 25 2015 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. 25 2013 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. 25 2011 The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145Niu, Yue S.; Zhang, Heping 24 2012 Random lasso. Zbl 1220.62091Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji 24 2011 Bayesian semiparametric inference for multivariate doubly-interval-censored data. Zbl 1220.62023Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, Fernando 24 2010 Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166Siegmund, David; Yakir, Benjamin; Zhang, Nancy R. 24 2011 Finding large average submatrices in high dimensional data. Zbl 1196.62087Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B. 24 2009 Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145Guan, Yongtao; Stephens, Matthew 23 2011 Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047Owen, Art B.; Perry, Patrick O. 23 2009 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 Global space-time models for climate ensembles. Zbl 1454.62436Castruccio, Stefano; Stein, Michael L. 23 2013 Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157Li, Caiyan; Li, Hongzhe 22 2010 Sparse logistic principal components analysis for binary data. Zbl 1202.62084Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua 22 2010 Extremes on river networks. Zbl 1397.62482Asadi, Peiman; Davison, Anthony C.; Engelke, Sebastian 22 2015 A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel 22 2011 A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015Tancredi, Andrea; Liseo, Brunero 22 2011 Self-exciting hurdle models for terrorist activity. Zbl 1316.62186Porter, Michael D.; White, Gentry 22 2012 Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267Liebl, Dominik 22 2013 Improving the precision of classification trees. Zbl 1184.62109Loh, Wei-Yin 22 2009 DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054Rizzo, Maria L.; Székely, Gábor J. 22 2010 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 Curve alignment by moments. Zbl 1126.62001James, Gareth M. 21 2007 Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274Lee, Ann B.; Nadler, Boaz; Wasserman, Larry 21 2008 In-season prediction of batting averages: a field test of empirical Bayes and Bayes methodologies. Zbl 1137.62419Brown, Lawrence D. 21 2008 Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010Efron, Bradley 21 2008 Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander 21 2015 The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511Bouveyron, Charles; Côme, Etienne; Jacques, Julien 21 2015 Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317Chen, Jun; Li, Hongzhe 21 2013 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. 21 2010 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 20 2011 Elicitability and backtesting: perspectives for banking regulation. Zbl 1383.62247Nolde, Natalia; Ziegel, Johanna F. 20 2017 High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089Aït-Sahalia, Yacine; Yu, Jialin 20 2009 Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni 20 2008 Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model. Zbl 1454.62348Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David 20 2015 Estimating average causal effects under general interference, with application to a social network experiment. Zbl 1383.62329Aronow, Peter M.; Samii, Cyrus 19 2017 Detection and localization of change-points in high-dimensional network traffic data. Zbl 1166.62094Lévy-Leduc, Céline; Roueff, François 19 2009 Estimating treatment effect heterogeneity in randomized program evaluation. Zbl 1376.62036Imai, Kosuke; Ratkovic, Marc 19 2013 Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097Cabella, Paolo; Marinucci, Domenico 18 2009 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. 18 2014 Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia 18 2012 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 18 2012 Dynamical functional prediction and classification, with application to traffic flow prediction. Zbl 1257.62090Chiou, Jeng-Min 18 2012 Composite Gaussian process models for emulating expensive functions. Zbl 1257.62089Ba, Shan; Joseph, V. Roshan 18 2012 Bayesian anomaly detection methods for social networks. Zbl 1194.62021Heard, Nicholas A.; Weston, David J.; Platanioti, Kiriaki; Hand, David J. 18 2010 Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171Warton, David I.; Shepherd, Leah C. 17 2010 Bayesian inference for the Brown-Resnick process, with an application to extreme low temperatures. Zbl 1454.62462Thibaud, Emeric; Aalto, Juha; Cooley, Daniel S.; Davison, Anthony C.; Heikkinen, Juha 17 2016 Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis. Zbl 1391.62269Datta, Abhirup; Banerjee, Sudipto; Finley, Andrew O.; Hamm, Nicholas A. S.; Schaap, Martijn 17 2016 Parallel partial Gaussian process emulation for computer models with massive output. Zbl 1391.62184Gu, Mengyang; Berger, James O. 17 2016 Multiscale spectral modelling for nonstationary time series within an ordered multiple-trial experiment. Zbl 1498.62210Embleton, Jonathan; Knight, Marina I.; Ombao, Hernando 2 2022 The assessment of replication success based on relative effect size. Zbl 1498.62220Held, Leonhard; Micheloud, Charlotte; Pawel, Samuel 1 2022 Kernel machine and distributed lag models for assessing windows of susceptibility to environmental mixtures in children’s health studies. Zbl 1498.62269Wilson, Ander; Hsu, Hsiao-Hsien Leon; Chiu, Yueh-Hsiu Mathilda; Wright, Robert O.; Wright, Rosalind J.; Coull, Brent A. 1 2022 Bounding the local average treatment effect in an instrumental variable analysis of engagement with a mobile intervention. Zbl 1498.62255Spieker, Andrew J.; Greevy, Robert A.; Nelson, Lyndsay A.; Mayberry, Lindsay S. 1 2022 An omnibus test for detection of subgroup treatment effects via data partitioning. Zbl 1498.62257Sun, Yifei; He, Xuming; Hu, Jianhua 1 2022 A spatial causal analysis of wildland fire-contributed \(\mathrm{PM}_{2.5}\) using numerical model output. Zbl 1498.62286Larsen, Alexandra; Yang, Shu; Reich, Brian J.; Rappold, Ana G. 1 2022 Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children. Zbl 1498.62271Ye, Ting; Small, Dylan S.; Rosenbaum, Paul R. 1 2022 Scalar on network regression via boosting. Zbl 1498.62246Morris, Emily L.; He, Kevin; Kang, Jian 1 2022 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. 2 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 2 2021 Orthogonal subsampling for big data linear regression. Zbl 1478.62384Wang, Lin; Elmstedt, Jake; Wong, Weng Kee; Xu, Hongquan 2 2021 Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging. Zbl 1478.62341Risk, Benjamin B.; Gaynanova, Irina 2 2021 Bayesian multistudy factor analysis for high-throughput biological data. Zbl 1498.62207De Vito, Roberta; Bellio, Ruggero; Trippa, Lorenzo; Parmigiani, Giovanni 2 2021 Discovering interactions using covariate informed random partition models. Zbl 1475.62263Page, Garritt L.; Quintana, Fernando A.; Rosner, Gary L. 1 2021 Random-effects meta-analysis of phase I dose-finding studies using stochastic process priors. Zbl 1475.62269Ursino, Moreno; Röver, Christian; Zohar, Sarah; Friede, Tim 1 2021 Large-scale inference of correlation among mixed-type biological traits with phylogenetic multivariate probit models. Zbl 1475.62273Zhang, Zhenyu; Nishimura, Akihiko; Bastide, Paul; Ji, Xiang; Payne, Rebecca P.; Goulder, Philip; Lemey, Philippe; Suchard, Marc A. 1 2021 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 Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery. Zbl 1475.62259Lim, David K.; Rashid, Naim U.; Ibrahim, Joseph G. 1 2021 Hierarchical integrated spatial process modeling of monotone West Antarctic snow density curves. Zbl 1477.62326White, Philip A.; Keeler, Durban G.; Rupper, Summer 1 2021 A statistical pipeline for identifying physical features that differentiate classes of 3D shapes. Zbl 1478.62390Wang, Bruce; Sudijono, Timothy; Kirveslahti, Henry; Gao, Tingran; Boyer, Douglas M.; Mukherjee, Sayan; Crawford, Lorin 1 2021 Probabilistic forecasting of the Arctic sea ice edge with contour modeling. Zbl 1478.62353Director, Hannah M.; Raftery, Adrian E.; Bitz, Cecilia M. 1 2021 Tensor-variate finite mixture modeling for the analysis of university professor remuneration. Zbl 1477.62376Sarkar, Shuchismita; Melnykov, Volodymyr; Zhu, Xuwen 1 2021 Perturbed factor analysis: accounting for group differences in exposure profiles. Zbl 1478.62342Roy, Arkaprava; Lavine, Isaac; Herring, Amy H.; Dunson, David B. 1 2021 Bayesian joint modeling of chemical structure and dose response curves. Zbl 1478.62337Moran, Kelly R.; Dunson, David; Wheeler, Matthew W.; Herring, Amy H. 1 2021 Joint and individual analysis of breast cancer histologic images and genomic covariates. Zbl 1498.62197Carmichael, Iain; Calhoun, Benjamin C.; Hoadley, Katherine A.; Troester, Melissa A.; Geradts, Joseph; Couture, Heather D.; Olsson, Linnea; Perou, Charles M.; Niethammer, Marc; Hannig, Jan; Marron, J. S. 1 2021 Nonparametric importance sampling for wind turbine reliability analysis with stochastic computer models. Zbl 1498.62332Li, Shuoran; Ko, Young Myoung; Byon, Eunshin 1 2021 Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. Zbl 1498.62326Ng, Tin Lok James; Murphy, Thomas Brendan; Westling, Ted; Mccormick, Tyler H.; Fosdick, Bailey 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. 5 2020 Regression for copula-linked compound distributions with applications in modeling aggregate insurance claims. Zbl 1439.62247Shi, Peng; Zhao, Zifeng 4 2020 Function-on-scalar quantile regression with application to mass spectrometry proteomics data. Zbl 1446.62355Liu, Yusha; Li, Meng; Morris, Jeffrey S. 3 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 Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation. Zbl 1498.62339Wang, Yan; Yue, Xiaowei; Tuo, Rui; Hunt, Jeffrey H.; Shi, Jianjun 3 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 3 2020 Multiview cluster aggregation and splitting, with an application to multiomic breast cancer data. Zbl 1446.62274Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea 2 2020 Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. 2 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 2 2020 Measuring human activity spaces from GPS data with density ranking and summary curves. Zbl 1439.62249Chen, Yen-Chi; Dobra, Adrian 2 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 Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. 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 Seasonal warranty prediction based on recurrent event data. Zbl 1446.62322Shan, Qianqian; Hong, Yili; Meeker, William Q. 1 2020 Feature selection for data integration with mixed multiview data. Zbl 1498.62191Baker, Yulia; Tang, Tiffany M.; Allen, Genevera I. 1 2020 Identifying main effects and interactions among exposures using Gaussian processes. Zbl 1498.62212Ferrari, Federico; Dunson, David B. 1 2020 Integrative statistical methods for exposure mixtures and health. Zbl 1498.62290Reich, Brian J.; Guan, Yawen; Fourches, Denis; Warren, Joshua L.; Sarnat, Stefanie E.; Chang, Howard H. 1 2020 Structured discrepancy in Bayesian model calibration for ChemCam on the Mars Curiosity rover. Zbl 1498.62341Bhat, K. Sham; Myers, Kary; Lawrence, Earl; Colgan, James; Judge, Elizabeth 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 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 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 Markov decision processes with dynamic transition probabilities: an analysis of shooting strategies in basketball. Zbl 1470.62179Sandholtz, Nathan; Bornn, Luke 1 2020 The Jensen effect and functional single index models: estimating the ecological implications of nonlinear reaction norms. Zbl 1470.62172Ye, Zi; Hooker, Giles; Ellner, Stephen P. 1 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 Adaptive log-linear zero-inflated generalized Poisson autoregressive model with applications to crime counts. Zbl 1470.62182Xu, Xiaofei; Chen, Ying; Chen, Cathy W. S.; Lin, Xiancheng 1 2020 Identifying overlapping terrorist cells from the Noordin Top actor-event network. Zbl 1470.62178Ranciati, Saverio; Vinciotti, Veronica; Wit, Ernst C. 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 Network classification with applications to brain connectomics. Zbl 1433.62314Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F. 8 2019 Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392Li, Fan; Li, Fan 8 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 6 2019 Prediction models for network-linked data. Zbl 1417.62354Li, Tianxi; Levina, Elizaveta; Zhu, Ji 6 2019 Common and individual structure of brain networks. Zbl 1417.62332Wang, Lu; Zhang, Zhengwu; Dunson, David 5 2019 An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352Johndrow, James E.; Lum, Kristian 5 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. 4 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. 4 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 4 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. 4 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 3 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 Wavelet spectral testing: application to nonstationary circadian rhythms. Zbl 1433.62304Hargreaves, Jessica K.; Knight, Marina I.; Pitchford, Jon W.; Oakenfull, Rachael J.; Chawla, Sangeeta; Munns, Jack; Davis, Seth J. 3 2019 Fire seasonality identification with multimodality tests. Zbl 1435.62409Ameijeiras-Alonso, Jose; Benali, Akli; Crujeiras, Rosa M.; Rodríguez-Casal, Alberto; Pereira, José M. C. 3 2019 Microsimulation model calibration using incremental mixture approximate Bayesian computation. Zbl 1435.62398Rutter, Carolyn M.; Ozik, Jonathan; Deyoreo, Maria; Collier, Nicholson 3 2019 Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435Castelletti, Federico; Consonni, Guido 3 2019 New formulation of the logistic-Gaussian process to analyze trajectory tracking data. Zbl 1435.62414Mastrantonio, Gianluca; Grazian, Clara; Mancinelli, Sara; Bibbona, Enrico 3 2019 On Bayesian new edge prediction and anomaly detection in computer networks. Zbl 1437.62234Metelli, Silvia; Heard, Nicholas 3 2019 Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315Katsevich, Eugene; Sabatti, Chiara 3 2019 Graphical models for zero-inflated single cell gene expression. Zbl 1423.62148McDavid, Andrew; Gottardo, Raphael; Simon, Noah; Drton, Mathias 3 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 Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: a winning solution to the NIJ “Real-time crime forecasting challenge”. Zbl 1435.62431Flaxman, Seth; Chirico, Michael; Pereira, Pau; Loeffler, Charles 2 2019 A penalized regression model for the joint estimation of eQTL associations and gene network structure. Zbl 1417.62321Marchetti-Bowick, Micol; Yu, Yaoliang; Wu, Wei; Xing, Eric P. 2 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 2 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 2 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 2 2019 Climate inference on daily rainfall across the Australian continent, 1876–2015. Zbl 1423.62157Bertolacci, Michael; Cripps, Edward; Rosen, Ori; Lau, John W.; Cripps, Sally 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 Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision song contest. Zbl 1423.62168D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco 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 The identity of the zero-truncated, one-inflated likelihood and the zero-one-truncated likelihood for general count densities with an application to drink-driving in Britain. Zbl 1423.62134Böhning, Dankmar; van der Heijden, Peter G. M. 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 Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation. Zbl 1433.62329Chiou, Jeng-Min; Chen, Yu-Ting; Hsing, Tailen 1 2019 Spatio-temporal short-term wind forecast: a calibrated regime-switching method. Zbl 1433.62322Ezzat, Ahmed Aziz; Jun, Mikyoung; Ding, Yu 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 A hierarchical Bayesian model for single-cell clustering using RNA-sequencing data. Zbl 1433.62311Liu, Yiyi; Warren, Joshua L.; Zhao, Hongyu 1 2019 Incorporating conditional dependence in latent class models for probabilistic record linkage: does it matter? Zbl 1433.62319Xu, Huiping; Li, Xiaochun; Shen, Changyu; Hui, Siu L.; Grannis, Shaun 1 2019 ...and 942 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 10,082 Authors 31 Reich, Brian James 24 Genton, Marc G. 23 Small, Dylan S. 22 Marron, James Stephen 20 Dunson, David Brian 19 Fan, Jianqing 19 Lian, Heng 19 Ma, Shuangge 18 Müller, Peter 18 Rosenbaum, Paul Richard 18 Vannucci, Marina 17 Bühlmann, Peter 17 Li, Runze 17 Murphy, Thomas Brendan 17 Suchard, Marc A. 17 Zhu, Hongtu 16 Huang, Jian 16 Li, Hongzhe 16 Zhao, Hongyu 15 Langrock, Roland 15 Ombao, Hernando C. 15 Tibshirani, Robert John 14 Balakrishnan, Narayanaswamy 14 Crăiniceanu, Ciprian-Mugur 14 Gelfand, Alan Enoch 14 Huang, Jianhua Z. 14 Huser, Raphaël 14 Kneib, Thomas 14 Latouche, Pierre 14 Liu, Han 14 Liu, Yufeng 14 Srivastava, Anuj 14 Tutz, Gerhard E. 14 Vantini, Simone 14 Wikle, Christopher K. 13 Aston, John A. D. 13 Banerjee, Sudipto 13 Bickel, Peter John 13 Carroll, Raymond James 13 King, Ruth 13 Maruotti, Antonello 13 Müller, Hans-Georg 13 Porcu, Emilio 13 Rue, Håvard 13 Staicu, Ana-Maria 12 Böhning, Dankmar 12 Bouveyron, Charles 12 Dey, Dipak Kumar 12 Held, Leonhard 12 Hooten, Mevin B. 12 Huckemann, Stephan F. 12 Ji, Yuan 12 Jiao, Yuling 12 Katzfuss, Matthias 12 Levina, Elizaveta 12 Priebe, Carey E. 12 Rudin, Cynthia 12 Wasserman, Larry Alan 12 Zhou, Yong 11 Cai, Tony Tony 11 Castruccio, Stefano 11 Ding, Peng 11 Falk, Michael 11 Farcomeni, Alessio 11 Fuentes, Montserrat 11 Gramacy, Robert B. 11 Guindani, Michele 11 Hoff, Peter D. 11 Klein, Nadja 11 Leng, Chenlei 11 Li, Fan 11 Parmigiani, Giovanni 11 Qu, Annie 11 Secchi, Piercesare 11 Shang, Han Lin 11 Shen, Haipeng 11 Shen, Xiaotong 11 Stein, Michael L. 11 Zhu, Ji 11 Zou, Hui 10 Baladandayuthapani, Veerabhadran 10 Hanson, Timothy E. 10 Ionides, Edward L. 10 Kokoszka, Piotr S. 10 Kosorok, Michael R. 10 Mallick, Bani K. 10 Maroulas, Vasileios 10 Mateu, Jorge 10 Matteson, David S. 10 Meyer, Mary C. 10 Munk, Axel 10 Nobel, Andrew B. 10 Pan, Wei 10 Quintana, Fernando Andrés 10 Reiter, Jerome P. 10 Stingo, Francesco Claudio 10 Székely, Gábor J. 10 Wakefield, Jon C. 10 Yuan, Ming 10 Yuan, Ying ...and 9,982 more Authors all top 5 Cited in 356 Journals 819 The Annals of Applied Statistics 345 Computational Statistics and Data Analysis 304 Journal of the American Statistical Association 219 The Annals of Statistics 216 Electronic Journal of Statistics 174 Journal of Multivariate Analysis 150 Statistics and Computing 146 Statistical Science 139 Biometrics 138 Journal of Applied Statistics 132 Journal of Computational and Graphical Statistics 121 Journal of Statistical Computation and Simulation 103 Journal of Statistical Planning and Inference 90 Bayesian Analysis 88 Statistics & Probability Letters 85 Journal of Agricultural, Biological, and Environmental Statistics 83 Communications in Statistics. 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