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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.aoas
http://www.imstat.org/aoas/
Comments: Indexed cover-to-cover; This journal is available open access with a moving wall of 3 years.
Documents Indexed: 1,495 Publications (since 2007)
References Indexed: 1,296 Publications with 50,707 References.
all top 5

Authors

14 Reich, Brian James
12 Small, Dylan S.
11 Huang, Jianhua Z.
11 Marron, James Stephen
11 Raftery, Adrian E.
11 Tibshirani, Robert John
10 McCormick, Tyler H.
10 Parmigiani, Giovanni
10 Stein, Michael L.
9 Bickel, Peter John
9 Dunson, David Brian
9 Jensen, Shane T.
9 Zhao, Hongyu
8 Gelfand, Alan Enoch
8 Rosenbaum, Paul Richard
8 Stephens, Matthew
8 Suchard, Marc A.
8 Tseng, George C.
8 Vannucci, Marina
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 Peng, Jie
7 Simon, Noah Robin
7 Zidek, James Victor
6 Caffo, Brian 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 Lee, Ann B.
6 Lee, Thomas C. M.
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
5 Cooley, Daniel S.
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 Huser, Raphaël
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 Warren, Joshua L.
5 Wikle, Christopher K.
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 Blei, David M.
4 Carlin, Bradley P.
4 Carvalho, Carlos Marinho
4 Castruccio, Stefano
4 Clark, Samuel J.
4 de Angelis, Daniela
4 Dryden, Ian L.
4 Fox, Emily B.
4 Gelman, Andrew
4 Genton, Marc G.
4 George, Edward I.
4 Gramacy, Robert B.
4 Guindani, Michele
4 Guttorp, Peter
...and 3,442 more Authors

Publications by Year

Citations contained in zbMATH Open

1,010 Publications have been cited 7,292 times in 5,556 Documents Cited by Year
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
318
2007
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian
144
2011
Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045
Wu, Tong Tong; Lange, Kenneth
130
2008
Brownian distance covariance. Zbl 1196.62077
Székely, Gábor J.; Rizzo, Maria L.
120
2009
BART: Bayesian additive regression trees. Zbl 1189.62066
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E.
117
2010
Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040
Fan, Jianqing; Feng, Yang; Wu, Yichao
97
2009
A weakly informative default prior distribution for logistic and other regression models. Zbl 1156.62017
Gelman, Andrew; Jakulin, Aleks; Pittau, Maria Grazia; Su, Yu-Sung
90
2008
Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272
Kou, S. C.
68
2008
Multilevel functional principal component analysis. Zbl 1160.62061
Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M.
64
2009
Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174
Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei
61
2010
Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063
Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei
57
2009
On spatial extremes: with application to a rainfall problem. Zbl 1273.62258
Buishand, T. A.; de Haan, L.; Zhou, C.
55
2008
Random survival forests. Zbl 1149.62331
Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S.
54
2008
SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212
Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J.
52
2015
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
51
2013
A flexible regression model for count data. Zbl 1194.62091
Sellers, Kimberly F.; Shmueli, Galit
47
2010
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
45
2008
Inference using shape-restricted regression splines. Zbl 1149.62033
Meyer, Mary C.
43
2008
Modeling social networks from sampled data. Zbl 1189.62187
Handcock, Mark S.; Gile, Krista J.
42
2010
On testing the significance of sets of genes. Zbl 1129.62102
Efron, Bradley; Tibshirani, Robert
41
2007
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
41
2010
Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125
Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne
41
2010
Nonstationary covariance models for global data. Zbl 1168.62381
Jun, Mikyoung; Stein, Michael L.
41
2008
Time series analysis via mechanistic models. Zbl 1160.62080
Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A.
38
2009
Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075
Bolin, David; Lindgren, Finn
37
2011
Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050
Hoff, Peter D.
36
2007
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L.
35
2007
A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133
Xing, Eric P.; Fu, Wenjie; Song, Le
35
2010
Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083
Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe
34
2011
Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046
Dobra, Adrian; Lenkoski, Alex
34
2011
Spatial modeling of extreme snow depth. Zbl 1228.62154
Blanchet, Juliette; Davison, Anthony C.
34
2011
A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151
Yin, Jianxin; Li, Hongzhe
33
2011
A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120
Reich, Brian J.; Shaby, Benjamin A.
32
2012
Statistical analysis of trajectories on Riemannian manifolds: bird migration, hurricane tracking and video surveillance. Zbl 1454.62554
Su, Jingyong; Kurtek, Sebastian; Klassen, Eric; Srivastava, Anuj
32
2014
A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114
Reich, Brian J.; Fuentes, Montserrat
32
2007
Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101
Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille
32
2007
A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077
Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S.
31
2011
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D.
30
2007
Structured variable selection and estimation. Zbl 1184.62032
Yuan, Ming; Joseph, V. Roshan; Zou, Hui
29
2009
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
29
2008
Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217
Lin, Winston
28
2013
Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079
Allen, Genevera I.; Tibshirani, Robert
28
2010
Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias
28
2011
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
28
2008
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
28
2008
Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption. Zbl 1220.62165
Wang, Xia; Dey, Dipak K.
27
2010
An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004
Muralidharan, Omkar
27
2010
Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072
Aston, John A. D.; Kirch, Claudia
26
2012
Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Zbl 1166.62074
Hong, Yili; Meeker, William Q.; McCalley, James D.
26
2009
Efficient emulators of computer experiments using compactly supported correlation functions, with an application to cosmology. Zbl 1234.62166
Kaufman, Cari G.; Bingham, Derek; Habib, Salman; Heitmann, Katrin; Frieman, Joshua A.
25
2011
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
25
2008
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Zbl 1454.62355
Lock, Eric F.; Hoadley, Katherine A.; Marron, J. S.; Nobel, Andrew B.
24
2013
Multilinear tensor regression for longitudinal relational data. Zbl 1454.62481
Hoff, Peter D.
24
2015
Finding large average submatrices in high dimensional data. Zbl 1196.62087
Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B.
24
2009
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
23
2011
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
23
2011
Sparse modeling of categorial explanatory variables. Zbl 1220.62092
Gertheiss, Jan; Tutz, Gerhard
23
2010
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L.
23
2013
Sparse logistic principal components analysis for binary data. Zbl 1202.62084
Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua
22
2010
Bayesian semiparametric inference for multivariate doubly-interval-censored data. Zbl 1220.62023
Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, Fernando
22
2010
Self-exciting hurdle models for terrorist activity. Zbl 1316.62186
Porter, Michael D.; White, Gentry
22
2012
Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145
Guan, Yongtao; Stephens, Matthew
22
2011
The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145
Niu, Yue S.; Zhang, Heping
22
2012
Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157
Li, Caiyan; Li, Hongzhe
21
2010
A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152
Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel
21
2011
Random-set methods identify distinct aspects of the enrichment signal in gene-set analysis. Zbl 1129.62103
Newton, Michael A.; Quintana, Fernando A.; Den Boon, Johan A.; Sengupta, Srikumar; Ahlquist, Paul
21
2007
DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054
Rizzo, Maria L.; Székely, Gábor J.
21
2010
Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166
Siegmund, David; Yakir, Benjamin; Zhang, Nancy R.
21
2011
In-season prediction of batting averages: a field test of empirical Bayes and Bayes methodologies. Zbl 1137.62419
Brown, Lawrence D.
21
2008
Extremes on river networks. Zbl 1397.62482
Asadi, Peiman; Davison, Anthony C.; Engelke, Sebastian
20
2015
Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317
Chen, Jun; Li, Hongzhe
20
2013
Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047
Owen, Art B.; Perry, Patrick O.
20
2009
Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274
Lee, Ann B.; Nadler, Boaz; Wasserman, Larry
20
2008
Improving the precision of classification trees. Zbl 1184.62109
Loh, Wei-Yin
20
2009
The sensitivity of linear regression coefficients’ confidence limits to the omission of a confounder. Zbl 1194.62089
Hosman, Carrie A.; Hansen, Ben B.; Holland, Paul W.
20
2010
Curve alignment by moments. Zbl 1126.62001
James, Gareth M.
20
2007
A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015
Tancredi, Andrea; Liseo, Brunero
20
2011
Incorporating biological information into linear models: a Bayesian approach to the selection of pathways and genes. Zbl 1228.62150
Stingo, Francesco C.; Chen, Yian A.; Tadesse, Mahlet G.; Vannucci, Marina
20
2011
Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010
Efron, Bradley
20
2008
High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089
Aït-Sahalia, Yacine; Yu, Jialin
19
2009
Detection and localization of change-points in high-dimensional network traffic data. Zbl 1166.62094
Lévy-Leduc, Céline; Roueff, François
19
2009
Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292
Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni
19
2008
Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097
Cabella, Paolo; Marinucci, Domenico
18
2009
Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485
Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander
18
2015
Small area estimation of general parameters with application to poverty indicators: a hierarchical Bayes approach. Zbl 1454.62489
Molina, Isabel; Nandram, Balgobin; Rao, J. N. K.
18
2014
The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511
Bouveyron, Charles; Côme, Etienne; Jacques, Julien
17
2015
Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094
Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia
17
2012
A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA). Zbl 1257.62093
Illian, Janine B.; Sørbye, Sigrunn H.; Rue, Håvard
17
2012
Estimating treatment effect heterogeneity in randomized program evaluation. Zbl 1376.62036
Imai, Kosuke; Ratkovic, Marc
17
2013
Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171
Warton, David I.; Shepherd, Leah C.
17
2010
Inferring causal impact using Bayesian structural time-series models. Zbl 1454.62473
Brodersen, Kay H.; Gallusser, Fabian; Koehler, Jim; Remy, Nicolas; Scott, Steven L.
17
2015
Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model. Zbl 1454.62348
Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David
17
2015
Bayesian inference for the Brown-Resnick process, with an application to extreme low temperatures. Zbl 1454.62462
Thibaud, Emeric; Aalto, Juha; Cooley, Daniel S.; Davison, Anthony C.; Heikkinen, Juha
17
2016
Are a set of microarrays independent of each other? Zbl 1196.62138
Efron, Bradley
17
2009
Bayesian anomaly detection methods for social networks. Zbl 1194.62021
Heard, Nicholas A.; Weston, David J.; Platanioti, Kiriaki; Hand, David J.
17
2010
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
17
2011
A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data. Zbl 1137.62081
Wei, Zhi; Li, Hongzhe
17
2008
Parallel partial Gaussian process emulation for computer models with massive output. Zbl 1391.62184
Gu, Mengyang; Berger, James O.
17
2016
Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267
Liebl, Dominik
17
2013
Dynamical functional prediction and classification, with application to traffic flow prediction. Zbl 1257.62090
Chiou, Jeng-Min
16
2012
Bounding the local average treatment effect in an instrumental variable analysis of engagement with a mobile intervention. Zbl 07522925
Spieker, Andrew J.; Greevy, Robert A.; Nelson, Lyndsay A.; Mayberry, Lindsay S.
1
2022
The assessment of replication success based on relative effect size. Zbl 07556651
Held, 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 07556668
Wilson, Ander; Hsu, Hsiao-Hsien Leon; Chiu, Yueh-Hsiu Mathilda; Wright, Robert O.; Wright, Rosalind J.; Coull, Brent A.
1
2022
Discovering interactions using covariate informed random partition models. Zbl 1475.62263
Page, Garritt L.; Quintana, Fernando A.; Rosner, Gary L.
1
2021
Large-scale inference of correlation among mixed-type biological traits with phylogenetic multivariate probit models. Zbl 1475.62273
Zhang, 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 1475.62250
Li, 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 1475.62274
Zhao, Qingyuan; Ju, Nianqiao; Bacallado, Sergio; Shah, Rajen D.
1
2021
Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery. Zbl 1475.62259
Lim, David K.; Rashid, Naim U.; Ibrahim, Joseph G.
1
2021
Hierarchical integrated spatial process modeling of monotone West Antarctic snow density curves. Zbl 1477.62326
White, Philip A.; Keeler, Durban G.; Rupper, Summer
1
2021
Probabilistic forecasting of the Arctic sea ice edge with contour modeling. Zbl 1478.62353
Director, Hannah M.; Raftery, Adrian E.; Bitz, Cecilia M.
1
2021
Tensor-variate finite mixture modeling for the analysis of university professor remuneration. Zbl 1477.62376
Sarkar, Shuchismita; Melnykov, Volodymyr; Zhu, Xuwen
1
2021
The ASA President’s task force statement on statistical significance and replicability. Zbl 1478.62008
Benjamini, 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
Bayesian joint modeling of chemical structure and dose response curves. Zbl 1478.62337
Moran, Kelly R.; Dunson, David; Wheeler, Matthew W.; Herring, Amy H.
1
2021
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging. Zbl 1478.62341
Risk, Benjamin B.; Gaynanova, Irina
1
2021
Nonparametric importance sampling for wind turbine reliability analysis with stochastic computer models. Zbl 07481720
Li, Shuoran; Ko, Young Myoung; Byon, Eunshin
1
2021
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. Zbl 07481723
Ng, 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 1439.62228
Starling, 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 1446.62287
Paul, Subhadeep; Chen, Yuguo
3
2020
Efficient real-time monitoring of an emerging influenza pandemic: how feasible? Zbl 1439.62216
Birrell, Paul J.; Wernisch, Lorenz; Tom, Brian D. M.; Held, Leonhard; Roberts, Gareth O.; Pebody, Richard G.; De Angelis, Daniela
2
2020
Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors. Zbl 1439.62215
Antonelli, Joseph; Mazumdar, Maitreyi; Bellinger, David; Christiani, David; Wright, Robert; Coull, Brent
2
2020
Measuring human activity spaces from GPS data with density ranking and summary curves. Zbl 1439.62249
Chen, Yen-Chi; Dobra, Adrian
2
2020
Function-on-scalar quantile regression with application to mass spectrometry proteomics data. Zbl 1446.62355
Liu, Yusha; Li, Meng; Morris, Jeffrey S.
2
2020
Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E.
2
2020
Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation. Zbl 07483745
Wang, Yan; Yue, Xiaowei; Tuo, Rui; Hunt, Jeffrey H.; Shi, Jianjun
2
2020
SHOPPER: a probabilistic model of consumer choice with substitutes and complements. Zbl 1443.62218
Ruiz, Francisco J. R.; Athey, Susan; Blei, David M.
1
2020
Bayesian factor models for probabilistic cause of death assessment with verbal autopsies. Zbl 1439.62220
Kunihama, 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 1439.62247
Shi, Peng; Zhao, Zifeng
1
2020
Estimating and forecasting the smoking-attributable mortality fraction for both genders jointly in over 60 countries. Zbl 1439.62222
Li, Yicheng; Raftery, Adrian E.
1
2020
Bayesian mixed effects models for zero-inflated compositions in microbiome data analysis. Zbl 1439.62225
Ren, 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 1446.62139
Fuglstad, Geir-Arne; Castruccio, Stefano
1
2020
Baseline drift estimation for air quality data using quantile trend filtering. Zbl 1446.62115
Brantley, 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 1446.62271
Dempsey, Walter; Liao, Peng; Kumar, Santosh; Murphy, Susan A.
1
2020
Sequential importance sampling for multiresolution Kingman-Tajima coalescent counting. Zbl 1446.62269
Cappello, Lorenzo; Palacios, Julia A.
1
2020
Multiview cluster aggregation and splitting, with an application to multiomic breast cancer data. Zbl 1446.62274
Godichon-Baggioni, Antoine; Maugis-Rabusseau, Cathy; Rau, Andrea
1
2020
Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276
Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S.
1
2020
A global-local approach for detecting hotspots in multiple-response regression. Zbl 1446.62288
Ruffieux, Hélène; Davison, Anthony C.; Hager, Jörg; Inshaw, Jamie; Fairfax, Benjamin P.; Richardson, Sylvia; Bottolo, Leonardo
1
2020
Causal inference from observational studies with clustered interference, with application to a cholera vaccine study. Zbl 1470.62152
Barkley, 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 1470.62159
Koslovsky, 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 1470.62167
Sun, Zhe; Xu, Wanli; Cong, Xiaomei; Li, Gen; Chen, Kun
1
2020
Feature selection for data integration with mixed multiview data. Zbl 07483741
Baker, Yulia; Tang, Tiffany M.; Allen, Genevera I.
1
2020
Identifying main effects and interactions among exposures using Gaussian processes. Zbl 07483744
Ferrari, Federico; Dunson, David B.
1
2020
Integrative statistical methods for exposure mixtures and health. Zbl 07483753
Reich, 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 07483757
Bhat, K. Sham; Myers, Kary; Lawrence, Earl; Colgan, James; Judge, Elizabeth
1
2020
Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392
Li, Fan; Li, Fan
7
2019
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
6
2019
Network classification with applications to brain connectomics. Zbl 1433.62314
Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F.
6
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
5
2019
An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352
Johndrow, James E.; Lum, Kristian
4
2019
Extended sensitivity analysis for heterogeneous unmeasured confounding with an application to sibling studies of returns to education. Zbl 1423.62040
Fogarty, Colin B.; Hasegawa, Raiden B.
4
2019
Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition. Zbl 1423.62152
Wang, Miaoyan; Fischer, Jonathan; Song, Yun S.
4
2019
Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Zbl 1436.62551
Freue, Gabriela V. Cohen; Kepplinger, David; Salibián-Barrera, Matías; Smucler, Ezequiel
4
2019
Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315
Katsevich, Eugene; Sabatti, Chiara
3
2019
Variable prioritization in nonlinear black box methods: a genetic association case study. Zbl 1423.62062
Crawford, Lorin; Flaxman, Seth R.; Runcie, Daniel E.; West, Mike
3
2019
A hidden Markov model approach to characterizing the photo-switching behavior of fluorophores. Zbl 1433.62330
Patel, 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 1434.62061
Gagnon-Bartsch, Johann; Shem-Tov, Yotam
3
2019
Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls. Zbl 1433.62324
Kim, Chanmin; Daniels, Michael J.; Hogan, Joseph W.; Choirat, Christine; Zigler, Corwin M.
3
2019
Microsimulation model calibration using incremental mixture approximate Bayesian computation. Zbl 1435.62398
Rutter, 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 1435.62435
Castelletti, Federico; Consonni, Guido
3
2019
New formulation of the logistic-Gaussian process to analyze trajectory tracking data. Zbl 1435.62414
Mastrantonio, Gianluca; Grazian, Clara; Mancinelli, Sara; Bibbona, Enrico
3
2019
On Bayesian new edge prediction and anomaly detection in computer networks. Zbl 1437.62234
Metelli, Silvia; Heard, Nicholas
3
2019
A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles. Zbl 1423.62159
Mastrantonio, 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 1423.62155
Zhou, 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 1423.62168
D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco
2
2019
Sparse principal component analysis with missing observations. Zbl 1423.62057
Park, Seyoung; Zhao, Hongyu
2
2019
Learning algorithms to evaluate forensic glass evidence. Zbl 1423.62059
Park, Soyoung; Carriquiry, Alicia
2
2019
Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident. Zbl 1423.62166
Liebl, Dominik
2
2019
Semiparametric empirical best prediction for small area estimation of unemployment indicators. Zbl 1423.62162
Marino, Maria Francesca; Ranalli, Maria Giovanna; Salvati, Nicola; Alfò, Marco
2
2019
Wavelet spectral testing: application to nonstationary circadian rhythms. Zbl 1433.62304
Hargreaves, Jessica K.; Knight, Marina I.; Pitchford, Jon W.; Oakenfull, Rachael J.; Chawla, Sangeeta; Munns, Jack; Davis, Seth J.
2
2019
Fire seasonality identification with multimodality tests. Zbl 1435.62409
Ameijeiras-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 1435.62216
Dryden, Ian L.; Kim, Kwang-Rae; Laughton, Charles A.; Le, Huiling
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 1418.62394
Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg
1
2019
Development of a common patient assessment scale across the continuum of care: a nested multiple imputation approach. Zbl 1418.62392
Gu, Chenyang; Gutman, Roee
1
2019
A Bayesian Mallows approach to nontransitive pair comparison data: how human are sounds? Zbl 1418.62402
Crispino, 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. Zbl 1418.62398
Wu, 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 1417.62310
Hejblum, Boris P.; Alkhassim, Chariff; Gottardo, Raphael; Caron, François; Thiébaut, Rodolphe
1
2019
Compositional mediation analysis for microbiome studies. Zbl 1417.62329
Sohn, Michael B.; Li, Hongzhe
1
2019
Climate inference on daily rainfall across the Australian continent, 1876–2015. Zbl 1423.62157
Bertolacci, Michael; Cripps, Edward; Rosen, Ori; Lau, John W.; Cripps, Sally
1
2019
Coherence-based time series clustering for statistical inference and visualization of brain connectivity. Zbl 1423.62140
Euán, Carolina; Sun, Ying; Ombao, Hernando
1
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 1423.62134
Böhning, Dankmar; van der Heijden, Peter G. M.
1
2019
Phylogeny-based tumor subclone identification using a Bayesian feature allocation model. Zbl 1423.62154
Zeng, Li; Warren, Joshua L.; Zhao, Hongyu
1
2019
Survival analysis of DNA mutation motifs with penalized proportional hazards. Zbl 1423.62142
Feng, Jean; Shaw, David A.; Minin, Vladimir N.; Simon, Noah; Matsen, Frederick A. IV
1
2019
Identifying and estimating principal causal effects in a multi-site trial of early college high schools. Zbl 1433.62327
Yuan, Lo-Hua; Feller, Avi; Miratrix, Luke W.
1
2019
Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation. Zbl 1433.62329
Chiou, Jeng-Min; Chen, Yu-Ting; Hsing, Tailen
1
2019
Spatio-temporal short-term wind forecast: a calibrated regime-switching method. Zbl 1433.62322
Ezzat, Ahmed Aziz; Jun, Mikyoung; Ding, Yu
1
2019
Network modelling of topological domains using Hi-C data. Zbl 1433.62318
Wang, Y. X. Rachel; Sarkar, Purnamrita; Ursu, Oana; Kundaje, Anshul; Bickel, Peter J.
1
2019
Incorporating conditional dependence in latent class models for probabilistic record linkage: does it matter? Zbl 1433.62319
Xu, Huiping; Li, Xiaochun; Shen, Changyu; Hui, Siu L.; Grannis, Shaun
1
2019
Approximate inference for constructing astronomical catalogs from images. Zbl 1433.62336
Regier, Jeffrey; Miller, Andrew C.; Schlegel, David; Adams, Ryan P.; McAuliffe, Jon D.; Prabhat
1
2019
Estimating abundance from multiple sampling capture-recapture data via a multi-state multi-period stopover model. Zbl 1437.62325
Worthington, Hannah; McCrea, Rachel; King, Ruth; Griffiths, Richard
1
2019
Statistical inference for partially observed branching processes with application to cell lineage tracking of in vivo hematopoiesis. Zbl 1435.62405
Xu, Jason; Koelle, Samson; Guttorp, Peter; Wu, Chuanfeng; Dunbar, Cynthia; Abkowitz, Janis L.; Minin, Vladimir N.
1
2019
Outline analyses of the called strike zone in major league Baseball. Zbl 1435.62445
Zimmerman, Dale L.; Tang, Jun; Huang, Rui
1
2019
Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: a winning solution to the NIJ “Real-time crime forecasting challenge”. Zbl 1435.62431
Flaxman, Seth; Chirico, Michael; Pereira, Pau; Loeffler, Charles
1
2019
A general theory for preferential sampling in environmental networks. Zbl 1435.62416
Watson, Joe; Zidek, James V.; Shaddick, Gavin
1
2019
Torus principal component analysis with applications to RNA structure. Zbl 1405.62173
Eltzner, Benjamin; Huckemann, Stephan; Mardia, Kanti V.
12
2018
Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements. Zbl 1393.62131
Fong, Christian; Hazlett, Chad; Imai, Kosuke
9
2018
Time-varying extreme value dependence with application to leading European stock markets. Zbl 1393.62024
Castro-Camilo, Daniela; De Carvalho, Miguel; Wadsworth, Jennifer
9
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
9
2018
Hypothesis testing for high-dimensional multinomials: a selective review. Zbl 1405.62061
Balakrishnan, Sivaraman; Wasserman, Larry
8
2018
Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. Zbl 1411.62320
Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka
8
2018
Multivariate integer-valued time series with flexible autocovariances and their application to major hurricane counts. Zbl 1393.62126
Livsey, James; Lund, Robert; Kechagias, Stefanos; Pipiras, Vladas
8
2018
\(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376
Liu, Lydia T.; Dobriban, Edgar; Singer, Amit
7
2018
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Cited by 9,566 Authors

28 Reich, Brian James
23 Genton, Marc G.
22 Marron, James Stephen
20 Small, Dylan S.
19 Dunson, David Brian
19 Fan, Jianqing
19 Lian, Heng
18 Ma, Shuangge
18 Müller, Peter
17 Bühlmann, Peter
17 Suchard, Marc A.
17 Vannucci, Marina
16 Huang, Jian
16 Li, Hongzhe
16 Li, Runze
16 Rosenbaum, Paul Richard
16 Zhao, Hongyu
16 Zhu, Hongtu
15 Langrock, Roland
15 Murphy, Thomas Brendan
15 Tibshirani, Robert John
14 Crăiniceanu, Ciprian-Mugur
14 Huang, Jianhua Z.
14 Huser, Raphaël
14 Latouche, Pierre
14 Liu, Han
14 Ombao, Hernando C.
14 Srivastava, Anuj
14 Tutz, Gerhard E.
14 Wikle, Christopher K.
13 Balakrishnan, Narayanaswamy
13 Bickel, Peter John
13 Gelfand, Alan Enoch
13 Müller, Hans-Georg
13 Porcu, Emilio
13 Rue, Håvard
13 Staicu, Ana-Maria
13 Vantini, Simone
12 Aston, John A. D.
12 Banerjee, Sudipto
12 Böhning, Dankmar
12 Bouveyron, Charles
12 Carroll, Raymond James
12 Dey, Dipak Kumar
12 Held, Leonhard
12 Huckemann, Stephan F.
12 Ji, Yuan
12 Jiao, Yuling
12 Kneib, Thomas
12 Levina, Elizaveta
12 Liu, Yufeng
12 Maruotti, Antonello
12 Priebe, Carey E.
12 Rudin, Cynthia
11 Castruccio, Stefano
11 Falk, Michael
11 Gramacy, Robert B.
11 Guindani, Michele
11 Hoff, Peter D.
11 Hooten, Mevin B.
11 Katzfuss, Matthias
11 King, Ruth
11 Leng, Chenlei
11 Li, Fan
11 Shen, Xiaotong
11 Stein, Michael L.
11 Wasserman, Larry Alan
11 Zhu, Ji
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 Klein, Nadja
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 Nobel, Andrew B.
10 Pan, Wei
10 Parmigiani, Giovanni
10 Quintana, Fernando Andrés
10 Reiter, Jerome P.
10 Secchi, Piercesare
10 Shang, Han Lin
10 Shen, Haipeng
10 Stingo, Francesco Claudio
10 Székely, Gábor J.
10 Yuan, Ming
10 Zhou, Yong
9 Baladandayuthapani, Veerabhadran
9 Brown, Lawrence David
9 Croux, Christophe
9 Davison, Anthony C.
9 George, Edward I.
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Cited in 344 Journals

793 The Annals of Applied Statistics
340 Computational Statistics and Data Analysis
265 Journal of the American Statistical Association
214 Electronic Journal of Statistics
213 The Annals of Statistics
163 Journal of Multivariate Analysis
143 Statistical Science
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139 Biometrics
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116 Journal of Statistical Computation and Simulation
99 Journal of Statistical Planning and Inference
90 Bayesian Analysis
87 Statistics & Probability Letters
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74 Communications in Statistics. Theory and Methods
70 Journal of Agricultural, Biological, and Environmental Statistics
68 Computational Statistics
64 Journal of Machine Learning Research (JMLR)
58 Test
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50 Journal of Econometrics
46 European Journal of Operational Research
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45 Bernoulli
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36 Statistica Sinica
35 Annals of the Institute of Statistical Mathematics
35 Advances in Data Analysis and Classification. ADAC
34 Machine Learning
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32 Psychometrika
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27 Journal of the Korean Statistical Society
26 Scandinavian Journal of Statistics
23 Journal of Statistical Physics
23 Physica A
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17 AStA. Advances in Statistical Analysis
16 Stochastic Processes and their Applications
16 Mathematical Programming. Series A. Series B
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14 Sankhyā. Series A
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13 Journal of Classification
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12 International Journal of Approximate Reasoning
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10 Artificial Intelligence
10 Information Sciences
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9 Advances in Applied Probability
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8 SIAM Journal on Optimization
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8 Applied Stochastic Models in Business and Industry
7 Journal of Mathematical Biology
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7 Operations Research
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Cited in 56 Fields

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