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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: 1,351 Publications (since 2007)
References Indexed: 1,152 Publications with 43,649 References.
all top 5

Authors

13 Reich, Brian James
11 Huang, Jianhua Z.
11 Raftery, Adrian E.
11 Small, Dylan S.
10 Stein, Michael L.
10 Tibshirani, Robert John
9 Bickel, Peter John
9 Jensen, Shane T.
9 Marron, James Stephen
9 Zhao, Hongyu
8 McCormick, Tyler H.
8 Parmigiani, Giovanni
8 Stephens, Matthew
8 Zhang, Nancy Ruonan
8 Zhu, Ji
7 Gelfand, Alan Enoch
7 Halloran, M. Elizabeth
7 Ibrahim, Joseph George
7 Li, Fan
7 Peng, Jie
7 Rosenbaum, Paul Richard
7 Suchard, Marc A.
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 Hoff, Peter D.
6 Lee, Ann B.
6 Lee, Thomas C. M.
6 Li, Hongzhe
6 Longini, Ira M. jun.
6 Roeder, Kathryn
6 Schwartzman, Armin
6 Serban, Nicoleta
6 Simon, Noah Robin
6 Vannucci, Marina
6 Wasserman, Larry Alan
6 Xing, Eric P.
6 Zhu, Hongtu
6 Zidek, James V.
5 Cooley, Daniel S.
5 Davison, Anthony C.
5 Ding, Yu
5 Dobra, Adrian
5 Dunson, David Brian
5 Feuerverger, Andrey
5 Fuentes, Montserrat
5 Haran, Murali
5 Hong, Yili
5 James, Gareth M.
5 Kafadar, Karen
5 Murphy, Thomas Brendan
5 Newton, Michael A.
5 Nobel, Andrew B.
5 Owen, Art B.
5 Paddock, Susan M.
5 Paul, Debashis
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 Bandyopadhyay, Dipankar
4 Banerjee, Sudipto
4 Carlin, Bradley P.
4 Clark, Samuel J.
4 Coull, Brent A.
4 de Angelis, Daniela
4 Fox, Emily B.
4 Gelman, Andrew
4 George, Edward I.
4 Guindani, Michele
4 Guttorp, Peter
4 Hastie, Trevor John
4 Holzmann, Hajo
4 Hooten, Mevin B.
4 Jank, Wolfgang S.
4 Jordan, Michael Irwin
4 Kadane, Joseph Born
4 Keele, Luke John
4 Kou, S. C.
4 Levina, Elizaveta
4 Li, Runze
4 Liu, Jun S.
4 Mallick, Bani K.
4 McCaffrey, Daniel F.
4 Michailidis, George C.
4 Mohler, George O.
4 Mukherjee, Sach
4 Müller, Peter
4 Quintana, Fernando Andrés
4 Reiter, Jerome P.
4 Rodríguez, Abel Augusto
...and 3,083 more Authors

Publications by Year

Citations contained in zbMATH Open

938 Publications have been cited 6,067 times in 4,626 Documents Cited by Year
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
279
2007
Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045
Wu, Tong Tong; Lange, Kenneth
114
2008
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian
113
2011
Brownian distance covariance. Zbl 1196.62077
Székely, Gábor J.; Rizzo, Maria L.
106
2009
BART: Bayesian additive regression trees. Zbl 1189.62066
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E.
83
2010
Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040
Fan, Jianqing; Feng, Yang; Wu, Yichao
77
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
72
2008
Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272
Kou, S. C.
57
2008
Multilevel functional principal component analysis. Zbl 1160.62061
Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M.
54
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
54
2010
On spatial extremes: with application to a rainfall problem. Zbl 1273.62258
Buishand, T. A.; de Haan, L.; Zhou, C.
50
2008
Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063
Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei
42
2009
SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212
Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J.
41
2015
Random survival forests. Zbl 1149.62331
Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S.
41
2008
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
40
2008
On testing the significance of sets of genes. Zbl 1129.62102
Efron, Bradley; Tibshirani, Robert
39
2007
Nonstationary covariance models for global data. Zbl 1168.62381
Jun, Mikyoung; Stein, Michael L.
39
2008
Modeling social networks from sampled data. Zbl 1189.62187
Handcock, Mark S.; Gile, Krista J.
38
2010
Inference using shape-restricted regression splines. Zbl 1149.62033
Meyer, Mary C.
38
2008
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
36
2013
Time series analysis via mechanistic models. Zbl 1160.62080
Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A.
35
2009
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
34
2010
A flexible regression model for count data. Zbl 1194.62091
Sellers, Kimberly F.; Shmueli, Galit
33
2010
Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075
Bolin, David; Lindgren, Finn
33
2011
Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125
Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne
32
2010
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L.
32
2007
Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050
Hoff, Peter D.
32
2007
A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133
Xing, Eric P.; Fu, Wenjie; Song, Le
31
2010
Spatial modeling of extreme snow depth. Zbl 1228.62154
Blanchet, Juliette; Davison, Anthony C.
31
2011
A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114
Reich, Brian J.; Fuentes, Montserrat
30
2007
Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101
Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille
29
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.
28
2011
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
27
2014
Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083
Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe
27
2011
Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046
Dobra, Adrian; Lenkoski, Alex
27
2011
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D.
26
2007
Structured variable selection and estimation. Zbl 1184.62032
Yuan, Ming; Joseph, V. Roshan; Zou, Hui
26
2009
A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120
Reich, Brian J.; Shaby, Benjamin A.
26
2012
Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079
Allen, Genevera I.; Tibshirani, Robert
25
2010
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
25
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.
24
2010
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
24
2008
A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151
Yin, Jianxin; Li, Hongzhe
23
2011
Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217
Lin, Winston
22
2013
Sparse modeling of categorial explanatory variables. Zbl 1220.62092
Gertheiss, Jan; Tutz, Gerhard
22
2010
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
22
2008
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L.
22
2013
Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias
22
2011
Finding large average submatrices in high dimensional data. Zbl 1196.62087
Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B.
21
2009
An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004
Muralidharan, Omkar
21
2010
A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152
Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel
21
2011
Bayesian semiparametric inference for multivariate doubly-interval-censored data. Zbl 1220.62023
Jara, Alejandro; Lesaffre, Emmanuel; De Iorio, Maria; Quintana, Fernando
21
2010
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
21
2008
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
Sparse logistic principal components analysis for binary data. Zbl 1202.62084
Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua
20
2010
In-season prediction of batting averages: a field test of empirical Bayes and Bayes methodologies. Zbl 1137.62419
Brown, Lawrence D.
20
2008
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
20
2007
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.
20
2009
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
20
2011
Curve alignment by moments. Zbl 1126.62001
James, Gareth M.
19
2007
Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010
Efron, Bradley
19
2008
Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047
Owen, Art B.; Perry, Patrick O.
19
2009
The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145
Niu, Yue S.; Zhang, Heping
19
2012
Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145
Guan, Yongtao; Stephens, Matthew
19
2011
Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097
Cabella, Paolo; Marinucci, Domenico
18
2009
Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157
Li, Caiyan; Li, Hongzhe
18
2010
Improving the precision of classification trees. Zbl 1184.62109
Loh, Wei-Yin
18
2009
Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274
Lee, Ann B.; Nadler, Boaz; Wasserman, Larry
18
2008
Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166
Siegmund, David; Yakir, Benjamin; Zhang, Nancy R.
18
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
18
2011
Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072
Aston, John A. D.; Kirch, Claudia
18
2012
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.
17
2013
High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089
Aït-Sahalia, Yacine; Yu, Jialin
17
2009
Are a set of microarrays independent of each other? Zbl 1196.62138
Efron, Bradley
17
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.
17
2011
Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317
Chen, Jun; Li, Hongzhe
16
2013
Analysis of Minnesota colon and rectum cancer point patterns with spatial and nonspatial covariate information. Zbl 1196.62143
Liang, Shengde; Carlin, Bradley P.; Gelfand, Alan E.
16
2009
DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054
Rizzo, Maria L.; Székely, Gábor J.
16
2010
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
16
2011
Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267
Liebl, Dominik
16
2013
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
16
2011
Estimating treatment effect heterogeneity in randomized program evaluation. Zbl 1376.62036
Imai, Kosuke; Ratkovic, Marc
15
2013
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153
Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan
15
2014
Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171
Warton, David I.; Shepherd, Leah C.
15
2010
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
15
2008
Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283
Stein, Michael L.; Chen, Jie; Anitescu, Mihai
15
2013
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
15
2015
Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292
Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni
15
2008
Self-exciting hurdle models for terrorist activity. Zbl 1316.62186
Porter, Michael D.; White, Gentry
15
2012
Context tree selection and linguistic rhythm retrieval from written texts. Zbl 1235.68305
Galves, Antonio; Galves, Charlotte; García, Jesús E.; Garcia, Nancy L.; Leonardi, Florencia
15
2012
Estimation and extrapolation of time trends in registry data – borrowing strength from related populations. Zbl 1235.62030
Riebler, Andrea; Held, Leonhard; Rue, Håvard
15
2012
Estimating a difference of Kullback-Leibler risks using a normalized difference of AIC. Zbl 1149.62087
Commenges, D.; Sayyareh, A.; Letenneur, L.; Guedj, J.; Bar-Hen, A.
15
2008
A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015
Tancredi, Andrea; Liseo, Brunero
15
2011
Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094
Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia
15
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
15
2012
Estimating average causal effects under general interference, with application to a social network experiment. Zbl 1383.62329
Aronow, Peter M.; Samii, Cyrus
15
2017
False discovery rate analysis of brain diffusion direction maps. Zbl 1137.62033
Schwartzman, Armin; Dougherty, Robert F.; Taylor, Jonathan E.
14
2008
Approximate null distribution of the largest root in multivariate analysis. Zbl 1184.62083
Johnstone, Iain M.
14
2009
Detection and localization of change-points in high-dimensional network traffic data. Zbl 1166.62094
Lévy-Leduc, Céline; Roueff, François
14
2009
Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care. Zbl 1166.62082
Fouskakis, D.; Ntzoufras, I.; Draper, D.
14
2009
Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E.
2
2020
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.
2
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
A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging. Zbl 1446.62287
Paul, Subhadeep; Chen, Yuguo
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
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
Network classification with applications to brain connectomics. Zbl 1433.62314
Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F.
5
2019
Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392
Li, Fan; Li, Fan
4
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
3
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
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
Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315
Katsevich, Eugene; Sabatti, Chiara
2
2019
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
2
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
2
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.
2
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.
2
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
2
2019
Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident. Zbl 1423.62166
Liebl, Dominik
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
1
2019
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435
Castelletti, Federico; Consonni, Guido
1
2019
An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352
Johndrow, James E.; Lum, Kristian
1
2019
Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. Zbl 1418.62394
Petersen, Alexander; Deoni, Sean; Müller, Hans-Georg
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
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
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
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
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
1
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
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
Sparse principal component analysis with missing observations. Zbl 1423.62057
Park, Seyoung; Zhao, Hongyu
1
2019
Learning algorithms to evaluate forensic glass evidence. Zbl 1423.62059
Park, Soyoung; Carriquiry, Alicia
1
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.
1
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
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
Torus principal component analysis with applications to RNA structure. Zbl 1405.62173
Eltzner, Benjamin; Huckemann, Stephan; Mardia, Kanti V.
8
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
7
2018
Time-varying extreme value dependence with application to leading European stock markets. Zbl 1393.62024
Castro-Camilo, Daniela; De Carvalho, Miguel; Wadsworth, Jennifer
6
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
5
2018
Exact spike train inference via \(\ell_{0}\) optimization. Zbl 1412.62159
Jewell, Sean; Witten, Daniela
5
2018
An empirical study of the maximal and total information coefficients and leading measures of dependence. Zbl 1393.62094
Reshef, David N.; Reshef, Yakir A.; Sabeti, Pardis C.; Mitzenmacher, Michael
5
2018
A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials. Zbl 1393.62039
Fan, Minjie; Paul, Debashis; Lee, Thomas C. M.; Matsuo, Tomoko
5
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
4
2018
Kernel-penalized regression for analysis of microbiome data. Zbl 1393.62092
Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali
4
2018
A unified statistical framework for single cell and bulk RNA sequencing data. Zbl 1393.62120
Zhu, Lingxue; Lei, Jing; Devlin, Bernie; Roeder, Kathryn
4
2018
Statistical paradises and paradoxes in big data. I: Law of large populations, big data paradox, and the 2016 US presidential election. Zbl 1405.62241
Meng, Xiao-Li
4
2018
Hypothesis testing for high-dimensional multinomials: a selective review. Zbl 1405.62061
Balakrishnan, Sivaraman; Wasserman, Larry
4
2018
Tracking network dynamics: a survey using graph distances. Zbl 1405.62171
Donnat, Claire; Holmes, Susan
4
2018
A spatially varying stochastic differential equation model for animal movement. Zbl 1405.62201
Russell, James C.; Hanks, Ephraim M.; Haran, Murali; Hughes, David
4
2018
\(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376
Liu, Lydia T.; Dobriban, Edgar; Singer, Amit
3
2018
Tree ensembles with rule structured horseshoe regularization. Zbl 1412.62169
Nalenz, Malte; Villani, Mattias
3
2018
Variational inference for probabilistic Poisson PCA. Zbl 1412.62194
Chiquet, Julien; Mariadassou, Mahendra; Robin, Stéphane
3
2018
A phylogenetic scan test on a Dirichlet-tree multinomial model for microbiome data. Zbl 1393.62102
Tang, Yunfan; Ma, Li; Nicolae, Dan L.
3
2018
Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rate. Zbl 1393.62023
Bader, Brian; Yan, Jun; Zhang, Xuebin
3
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
3
2018
Functional emulation of high resolution tsunami modelling over cascadia. Zbl 1411.62337
Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic
2
2018
The effects of nonignorable missing data on label-free mass spectrometry proteomics experiments. Zbl 1411.62377
O’Brien, Jonathon J.; Gunawardena, Harsha P.; Paulo, Joao A.; Chen, Xian; Ibrahim, Joseph G.; Gygi, Steven P.; Qaqish, Bahjat F.
2
2018
Sensitivity analysis for stratified comparisons in an observational study of the effect of smoking on homocysteine levels. Zbl 1412.62176
Rosenbaum, Paul R.
2
2018
How often does the best team win? A unified approach to understanding randomness in North American sport. Zbl 1412.62216
Lopez, Michael J.; Matthews, Gregory J.; Baumer, Benjamin S.
2
2018
Phenomenological forecasting of disease incidence using heteroskedastic Gaussian processes: a dengue case study. Zbl 1393.62071
Johnson, Leah R.; Gramacy, Robert B.; Cohen, Jeremy; Mordecai, Erin; Murdock, Courtney; Rohr, Jason; Ryan, Sadie J.; Stewart-Ibarra, Anna M.; Weikel, Daniel
2
2018
Adjustment of nonconfounding covariates in case-control genetic association studies. Zbl 1393.62111
Zhang, Hong; Chatterjee, Nilanjan; Rader, Daniel; Chen, Jinbo
2
2018
Powerful test based on conditional effects for genome-wide screening. Zbl 1393.62080
Liu, Yaowu; Xie, Jun
2
2018
Unique entity estimation with application to the Syrian conflict. Zbl 1405.62238
Chen, Beidi; Shrivastava, Anshumali; Steorts, Rebecca C.
2
2018
Providing access to confidential research data through synthesis and verification: an application to data on employees of the U.S. federal government. Zbl 1405.62236
Barrientos, Andrés F.; Bolton, Alexander; Balmat, Tom; Reiter, Jerome P.; de Figueiredo, John M.; Machanavajjhala, Ashwin; Chen, Yan; Kneifel, Charley; DeLong, Mark
2
2018
Statistical shape analysis of simplified neuronal trees. Zbl 1405.62172
Duncan, Adam; Klassen, Eric; Srivastava, Anuj
2
2018
TPRM: tensor partition regression models with applications in imaging biomarker detection. Zbl 1405.62192
Miranda, Michelle F.; Zhu, Hongtu; Ibrahim, Joseph G.
2
2018
Bayesian aggregation of average data: an application in drug development. Zbl 1405.62214
Weber, Sebastian; Gelman, Andrew; Lee, Daniel; Betancourt, Michael; Vehtari, Aki; Racine-Poon, Amy
2
2018
Multi-rubric models for ordinal spatial data with application to online ratings data. Zbl 1411.62352
Linero, Antonio R.; Bradley, Jonathan R.; Desai, Apurva
1
2018
Marked self-exciting point process modelling of information diffusion on twitter. Zbl 1411.62357
Chen, Feng; Tan, Wai Hong
1
2018
Extending Bayesian structural time-series estimates of causal impact to many-household conservation initiatives. Zbl 1412.62205
Schmitt, Eric; Tull, Christopher; Atwater, Patrick
1
2018
Split-door criterion: identification of causal effects through auxiliary outcomes. Zbl 1412.62207
Sharma, Amit; Hofman, Jake M.; Watts, Duncan J.
1
2018
Spatial capture-recapture with partial identity: an application to camera traps. Zbl 1393.62051
Augustine, Ben C.; Royle, J. Andrew; Kelly, Marcella J.; Satter, Christopher B.; Alonso, Robert S.; Boydston, Erin E.; Crooks, Kevin R.
1
2018
Simultaneous modelling of movement, measurement error, and observer dependence in mark-recapture distance sampling: an application to arctic bird surveys. Zbl 1393.62122
Conn, Paul B.; Alisauskas, Ray T.
1
2018
Integrative exploration of large high-dimensional datasets. Zbl 1393.62089
Pardy, Christopher; Galbraith, Sally; Wilson, Susan R.
1
2018
How Gaussian mixture models might miss detecting factors that impact growth patterns. Zbl 1393.62030
Heggeseth, Brianna C.; Jewell, Nicholas P.
1
2018
Extreme value modelling of water-related insurance claims. Zbl 1393.62047
Rohrbeck, Christian; Eastoe, Emma F.; Frigessi, Arnoldo; Tawn, Jonathan A.
1
2018
Design of vaccine trials during outbreaks with and without a delayed vaccination comparator. Zbl 1393.62060
Dean, Natalie E.; Halloran, M. Elizabeth; Longini, Ira M.
1
2018
A spatio-temporal modeling framework for weather radar image data in tropical southeast Asia. Zbl 1393.62125
Liu, Xiao; Gopal, Vikneswaran; Kalagnanam, Jayant
1
2018
Stochastic simulation of predictive space-time scenarios of wind speed using observations and physical model outputs. Zbl 1393.62121
Bessac, Julie; Constantinescu, Emil; Anitescu, Mihai
1
2018
MSIQ: joint modeling of multiple RNA-seq samples for accurate isoform quantification. Zbl 1393.62078
Li, Wei Vivian; Zhao, Anqi; Zhang, Shihua; Li, Jingyi Jessica
1
2018
Modeling and estimation for self-exciting spatio-temporal models of terrorist activity. Zbl 1393.62130
Clark, Nicholas J.; Dixon, Philip M.
1
2018
When should modes of inference disagree? Some simple but challenging examples. Zbl 1405.62010
Fraser, D. A. S.; Reid, N.; Lin, Wei
1
2018
Statistical modeling and analysis of trace element concentrations in forensic glass evidence. Zbl 1405.62251
Pan, Karen D. H.; Kafadar, Karen
1
2018
Loglinear model selection and human mobility. Zbl 1405.62065
Dobra, Adrian; Mohammadi, Reza
1
2018
On the use of bootstrap with variational inference: theory, interpretation, and a two-sample test example. Zbl 1405.62165
Chen, Yen-Chi; Wang, Y. Samuel; Erosheva, Elena A.
1
2018
Bayesian propagation of record linkage uncertainty into population size estimation of human rights violations. Zbl 1405.62243
Sadinle, Mauricio
1
2018
A testing based approach to the discovery of differentially correlated variable sets. Zbl 1405.62160
Bodwin, Kelly; Zhang, Kai; Nobel, Andrew
1
2018
Network-based feature screening with applications to genome data. Zbl 1405.62217
Wu, Mengyun; Zhu, Liping; Feng, Xingdong
1
2018
Complex-valued time series modeling for improved activation detection in fMRI studies. Zbl 1405.62152
Adrian, Daniel W.; Maitra, Ranjan; Rowe, Daniel B.
1
2018
Optimal multilevel matching using network flows: an application to a summer reading intervention. Zbl 1405.62242
Pimentel, Samuel D.; Page, Lindsay C.; Lenard, Matthew; Keele, Luke
1
2018
Topological data analysis of single-trial electroencephalographic signals. Zbl 1405.62212
Wang, Yuan; Ombao, Hernando; Chung, Moo K.
1
2018
Baycount: a Bayesian decomposition method for inferring tumor heterogeneity using RNA-seq counts. Zbl 1405.62219
Xie, Fangzheng; Zhou, Mingyuan; Xu, Yanxun
1
2018
A general framework for association analysis of heterogeneous data. Zbl 1405.62068
Li, Gen; Gaynanova, Irina
1
2018
Nonparametric Bayesian learning of heterogeneous dynamic transcription factor networks. Zbl 1405.62189
Luo, Xiangyu; Wei, Yingying
1
2018
Analysing plant closure effects using time-varying mixture-of-experts Markov chain clustering. Zbl 1405.62239
Frühwirth-Schnatter, Sylvia; Pittner, Stefan; Weber, Andrea; Winter-Ebmer, Rudolf
1
2018
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Cited by 8,096 Authors

24 Reich, Brian James
20 Marron, James Stephen
19 Genton, Marc G.
19 Lian, Heng
18 Fan, Jianqing
17 Small, Dylan S.
16 Dunson, David Brian
16 Li, Hongzhe
16 Li, Runze
16 Ma, Shuangge
15 Bühlmann, Peter
15 Liu, Han
15 Rosenbaum, Paul Richard
15 Suchard, Marc A.
15 Zhao, Hongyu
15 Zhu, Hongtu
14 Langrock, Roland
13 Bickel, Peter John
13 Huang, Jian
13 Huang, Jianhua Z.
13 Tibshirani, Robert John
13 Vannucci, Marina
13 Wikle, Christopher K.
12 Aston, John A. D.
12 Crăiniceanu, Ciprian-Mugur
12 Gelfand, Alan Enoch
12 Latouche, Pierre
12 Müller, Peter
12 Murphy, Thomas Brendan
12 Srivastava, Anuj
12 Zhu, Ji
11 Balakrishnan, Narayanaswamy
11 Banerjee, Sudipto
11 Böhning, Dankmar
11 Dey, Dipak Kumar
11 Falk, Michael
11 Guindani, Michele
11 Held, Leonhard
11 Huckemann, Stephan F.
11 Leng, Chenlei
11 Levina, Elizaveta
11 Porcu, Emilio
11 Priebe, Carey E.
11 Rue, Håvard
11 Shen, Xiaotong
11 Staicu, Ana-Maria
11 Tutz, Gerhard E.
11 Vantini, Simone
11 Zou, Hui
10 Cai, Tony Tony
10 Carroll, Raymond James
10 Farcomeni, Alessio
10 Fuentes, Montserrat
10 Hanson, Timothy E.
10 Ionides, Edward L.
10 King, Ruth
10 Li, Fan
10 Liu, Yufeng
10 Mallick, Bani K.
10 Mateu, Jorge
10 Nobel, Andrew B.
10 Ombao, Hernando C.
10 Pan, Wei
10 Rudin, Cynthia
10 Shen, Haipeng
10 Stein, Michael L.
10 Székely, Gábor J.
10 Wasserman, Larry Alan
9 Brown, Lawrence David
9 Castruccio, Stefano
9 Croux, Christophe
9 Davison, Anthony C.
9 Greven, Sonja
9 Hoff, Peter D.
9 Hooten, Mevin B.
9 Ji, Yuan
9 Kneib, Thomas
9 Kokoszka, Piotr S.
9 Matteson, David S.
9 Meyer, Mary C.
9 Müller, Hans-Georg
9 Parmigiani, Giovanni
9 Wu, Tongtong
9 Yuan, Ming
9 Zhang, Cun-Hui
9 Zhou, Yong
8 Airoldi, Edoardo M.
8 Bouveyron, Charles
8 Bretó, Carles
8 Caffo, Brian S.
8 Chen, Zehua
8 Commenges, Daniel
8 Ding, Peng
8 Dominici, Francesca
8 Gneiting, Tilmann
8 Handcock, Mark S.
8 Hanks, Ephraim M.
8 He, Xuming
8 Holan, Scott H.
8 Hong, Yili
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708 The Annals of Applied Statistics
294 Computational Statistics and Data Analysis
265 Journal of the American Statistical Association
186 The Annals of Statistics
183 Electronic Journal of Statistics
148 Journal of Multivariate Analysis
139 Biometrics
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92 Journal of Statistical Planning and Inference
90 Bayesian Analysis
87 Journal of Statistical Computation and Simulation
79 Statistics & Probability Letters
65 Journal of Machine Learning Research (JMLR)
62 Journal of Agricultural, Biological, and Environmental Statistics
57 Computational Statistics
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55 Test
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43 Journal of Econometrics
43 Extremes
42 European Journal of Operational Research
41 Bernoulli
40 Biometrical Journal
40 Statistical Applications in Genetics and Molecular Biology
33 Advances in Data Analysis and Classification. ADAC
32 Statistical Analysis and Data Mining
30 Annals of the Institute of Statistical Mathematics
30 Communications in Statistics. Theory and Methods
30 SIAM/ASA Journal on Uncertainty Quantification
29 Machine Learning
29 Journal of Nonparametric Statistics
28 Communications in Statistics. Simulation and Computation
28 Statistical Methods and Applications
26 Scandinavian Journal of Statistics
25 Psychometrika
23 Journal of Statistical Physics
22 Statistical Papers
20 Neural Computation
19 Science China. Mathematics
18 Journal of the Royal Statistical Society. Series B. Statistical Methodology
17 The Canadian Journal of Statistics
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16 Insurance Mathematics & Economics
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16 Statistica Sinica
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14 Stochastic Processes and their Applications
13 Metrika
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13 Journal of Statistical Theory and Practice
12 Pattern Recognition
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12 AStA. Advances in Statistical Analysis
11 The Annals of Applied Probability
11 Applied and Computational Harmonic Analysis
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11 Lifetime Data Analysis
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10 Physica A
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10 Biostatistics
10 Sankhyā. Series A
9 Artificial Intelligence
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8 Advances in Applied Probability
8 Metron
8 Annals of Operations Research
8 Applied Mathematical Modelling
8 SIAM Journal on Optimization
8 Data Mining and Knowledge Discovery
8 Econometric Theory
8 Applied Stochastic Models in Business and Industry
7 Journal of Computational Physics
7 Mathematical Biosciences
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