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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: 1,276 Publications (since 2007)
References Indexed: 1,077 Publications with 40,004 References.
all top 5

Authors

13 Reich, Brian James
11 Small, Dylan S.
10 Huang, Jianhua Z.
10 Stein, Michael L.
10 Tibshirani, Robert John
9 Bickel, Peter John
9 Jensen, Shane T.
9 Marron, James Stephen
9 Zhao, Hongyu
8 McCormick, Tyler H.
8 Raftery, Adrian E.
8 Stephens, Matthew
8 Zhang, Nancy Ruonan
8 Zhu, Ji
7 Gelfand, Alan Enoch
7 Halloran, M. Elizabeth
7 Parmigiani, Giovanni
7 Peng, Jie
7 Rosenbaum, Paul Richard
6 Caffo, Brian S.
6 Dominici, Francesca
6 Fienberg, Stephen Elliot
6 Handcock, Mark S.
6 Hoff, Peter D.
6 Ibrahim, Joseph George
6 Lee, Ann B.
6 Lee, Thomas C. M.
6 Li, Hongzhe
6 Longini, Ira M. jun.
6 Roeder, Kathryn
6 Schwartzman, Armin
6 Serban, Nicoleta
6 Tseng, George C.
6 Vannucci, Marina
6 Wasserman, Larry Alan
6 Xing, Eric P.
6 Zhu, Hongtu
6 Zidek, James V.
5 Cooley, Daniel S.
5 Davison, Anthony C.
5 Ding, Yu
5 Dobra, Adrian
5 Erosheva, Elena A.
5 Feuerverger, Andrey
5 Fuentes, Montserrat
5 Haran, Murali
5 Hong, Yili
5 James, Gareth M.
5 Li, Fan
5 Murphy, Thomas Brendan
5 Nobel, Andrew B.
5 Owen, Art B.
5 Paul, Debashis
5 Schoenberg, Frederic Paik
5 Shen, Haipeng
5 Simon, Noah Robin
5 Suchard, Marc A.
5 Witten, Daniela M.
5 Yu, Bin
5 Yuan, Ying
4 Albert, Paul S.
4 Aston, John A. D.
4 Bandyopadhyay, Dipankar
4 Banerjee, Sudipto
4 Carlin, Bradley P.
4 Clark, Samuel J.
4 de Angelis, Daniela
4 Efron, Bradley
4 Fox, Emily B.
4 Gelman, Andrew
4 Guindani, Michele
4 Guttorp, Peter
4 Hastie, Trevor John
4 Holzmann, Hajo
4 Hooten, Mevin B.
4 Jank, Wolfgang S.
4 Jordan, Michael Irwin
4 Kadane, Joseph Born
4 Keele, Luke John
4 Kou, S. C.
4 Levina, Elizaveta
4 Li, Runze
4 Liu, Jun S.
4 Mallick, Bani K.
4 McCaffrey, Daniel F.
4 Michailidis, George C.
4 Mukherjee, Sach
4 Müller, Peter
4 Paddock, Susan M.
4 Reiter, Jerome P.
4 Rodríguez, Abel Augusto
4 Rudin, Cynthia
4 Rue, Håvard
4 Sabatti, Chiara
4 Sain, Stephan R.
4 Tawn, Jonathan A.
4 Trippa, Lorenzo
4 van der Heijden, Peter G. M.
4 Wang, Pei
4 Wang, Yuanjia
...and 2,863 more Authors

Publications by Year

Citations contained in zbMATH Open

917 Publications have been cited 5,728 times in 4,387 Documents Cited by Year
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
268
2007
Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045
Wu, Tong Tong; Lange, Kenneth
111
2008
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian
108
2011
Brownian distance covariance. Zbl 1196.62077
Székely, Gábor J.; Rizzo, Maria L.
100
2009
BART: Bayesian additive regression trees. Zbl 1189.62066
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E.
80
2010
Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040
Fan, Jianqing; Feng, Yang; Wu, Yichao
73
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
64
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.
52
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
50
2010
On spatial extremes: with application to a rainfall problem. Zbl 1273.62258
Buishand, T. A.; de Haan, L.; Zhou, C.
48
2008
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
Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063
Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei
40
2009
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.
38
2008
SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212
Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J.
38
2015
Inference using shape-restricted regression splines. Zbl 1149.62033
Meyer, Mary C.
37
2008
Time series analysis via mechanistic models. Zbl 1160.62080
Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A.
34
2009
Modeling social networks from sampled data. Zbl 1189.62187
Handcock, Mark S.; Gile, Krista J.
34
2010
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
32
2013
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
32
2010
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L.
31
2007
A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133
Xing, Eric P.; Fu, Wenjie; Song, Le
31
2010
Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125
Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne
31
2010
A flexible regression model for count data. Zbl 1194.62091
Sellers, Kimberly F.; Shmueli, Galit
31
2010
Spatial modeling of extreme snow depth. Zbl 1228.62154
Blanchet, Juliette; Davison, Anthony C.
30
2011
A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114
Reich, Brian J.; Fuentes, Montserrat
30
2007
Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050
Hoff, Peter D.
30
2007
Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075
Bolin, David; Lindgren, Finn
29
2011
Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101
Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille
28
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.
26
2011
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
25
2008
Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046
Dobra, Adrian; Lenkoski, Alex
25
2011
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D.
25
2007
Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083
Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe
25
2011
Structured variable selection and estimation. Zbl 1184.62032
Yuan, Ming; Joseph, V. Roshan; Zou, Hui
25
2009
A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120
Reich, Brian J.; Shaby, Benjamin A.
24
2012
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
23
2008
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
23
2014
Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption. Zbl 1220.62165
Wang, Xia; Dey, Dipak K.
23
2010
Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079
Allen, Genevera I.; Tibshirani, Robert
22
2010
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
21
2008
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
21
2008
Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias
21
2011
A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151
Yin, Jianxin; Li, Hongzhe
21
2011
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
Sparse modeling of categorial explanatory variables. Zbl 1220.62092
Gertheiss, Jan; Tutz, Gerhard
21
2010
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L.
20
2013
Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217
Lin, Winston
20
2013
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
An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004
Muralidharan, Omkar
20
2010
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
Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010
Efron, Bradley
19
2008
Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145
Guan, Yongtao; Stephens, Matthew
19
2011
Principal arc analysis on direct product manifolds. Zbl 1220.62077
Jung, Sungkyu; Foskey, Mark; Marron, J. S.
19
2011
Finding large average submatrices in high dimensional data. Zbl 1196.62087
Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B.
19
2009
Detecting simultaneous variant intervals in aligned sequences. Zbl 1223.62166
Siegmund, David; Yakir, Benjamin; Zhang, Nancy R.
18
2011
Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072
Aston, John A. D.; Kirch, Claudia
18
2012
Incorporating biological information into linear models: a Bayesian approach to the selection of pathways and genes. Zbl 1228.62150
Stingo, Francesco C.; Chen, Yian A.; Tadesse, Mahlet G.; Vannucci, Marina
18
2011
Sparse logistic principal components analysis for binary data. Zbl 1202.62084
Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua
18
2010
Curve alignment by moments. Zbl 1126.62001
James, Gareth M.
18
2007
Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274
Lee, Ann B.; Nadler, Boaz; Wasserman, Larry
18
2008
The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145
Niu, Yue S.; Zhang, Heping
18
2012
Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157
Li, Caiyan; Li, Hongzhe
17
2010
Statistical challenges in the analysis of cosmic microwave background radiation. Zbl 1160.62097
Cabella, Paolo; Marinucci, Domenico
17
2009
High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089
Aït-Sahalia, Yacine; Yu, Jialin
17
2009
Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047
Owen, Art B.; Perry, Patrick O.
17
2009
Improving the precision of classification trees. Zbl 1184.62109
Loh, Wei-Yin
17
2009
Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267
Liebl, Dominik
16
2013
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.
16
2011
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
Estimating average causal effects under general interference, with application to a social network experiment. Zbl 1383.62329
Aronow, Peter M.; Samii, Cyrus
15
2017
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
15
2011
Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317
Chen, Jun; Li, Hongzhe
15
2013
A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data. Zbl 1137.62081
Wei, Zhi; Li, Hongzhe
15
2008
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
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
15
2011
Are a set of microarrays independent of each other? Zbl 1196.62138
Efron, Bradley
15
2009
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.
15
2009
DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054
Rizzo, Maria L.; Székely, Gábor J.
15
2010
Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data. Zbl 1454.62367
Morris, Jeffrey S.; Baladandayuthapani, Veerabhadran; Herrick, Richard C.; Sanna, Pietro; Gutstein, Howard
14
2011
Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283
Stein, Michael L.; Chen, Jie; Anitescu, Mihai
14
2013
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
14
2012
Estimation and extrapolation of time trends in registry data – borrowing strength from related populations. Zbl 1235.62030
Riebler, Andrea; Held, Leonhard; Rue, Håvard
14
2012
Estimation and testing for spatially indexed curves with application to ionospheric and magnetic field trends. Zbl 1243.62122
Gromenko, Oleksandr; Kokoszka, Piotr; Zhu, Lie; Sojka, Jan
14
2012
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
14
2014
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.
14
2013
False discovery rate analysis of brain diffusion direction maps. Zbl 1137.62033
Schwartzman, Armin; Dougherty, Robert F.; Taylor, Jonathan E.
14
2008
Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care. Zbl 1166.62082
Fouskakis, D.; Ntzoufras, I.; Draper, D.
14
2009
Gamma shape mixtures for heavy-tailed distributions. Zbl 1400.62292
Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni
14
2008
A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015
Tancredi, Andrea; Liseo, Brunero
13
2011
Self-exciting hurdle models for terrorist activity. Zbl 1316.62186
Porter, Michael D.; White, Gentry
13
2012
Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094
Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia
13
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
13
2012
Dynamical functional prediction and classification, with application to traffic flow prediction. Zbl 1257.62090
Chiou, Jeng-Min
13
2012
A statistical analysis of multiple temperature proxies: are reconstructions of surface temperatures over the last 1000 years reliable? Zbl 1220.62150
McShane, Blakeley B.; Wyner, Abraham J.
13
2011
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.
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
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
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
Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E.
1
2020
Network classification with applications to brain connectomics. Zbl 1433.62314
Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F.
3
2019
Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392
Li, Fan; Li, Fan
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
2
2019
Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315
Katsevich, Eugene; Sabatti, Chiara
2
2019
Common and individual structure of brain networks. Zbl 1417.62332
Wang, Lu; Zhang, Zhengwu; Dunson, David
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
Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident. Zbl 1423.62166
Liebl, Dominik
2
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
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
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.
1
2019
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
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
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 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
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
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
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
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
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
Exact spike train inference via \(\ell_{0}\) optimization. Zbl 1412.62159
Jewell, Sean; Witten, Daniela
5
2018
Torus principal component analysis with applications to RNA structure. Zbl 1405.62173
Eltzner, Benjamin; Huckemann, Stephan; Mardia, Kanti V.
5
2018
Statistical paradises and paradoxes in big data. I: Law of large populations, big data paradox, and the 2016 US presidential election. Zbl 1405.62241
Meng, Xiao-Li
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
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
Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements. Zbl 1393.62131
Fong, Christian; Hazlett, Chad; Imai, Kosuke
3
2018
Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rate. Zbl 1393.62023
Bader, Brian; Yan, Jun; Zhang, Xuebin
3
2018
Kernel-penalized regression for analysis of microbiome data. Zbl 1393.62092
Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali
3
2018
A unified statistical framework for single cell and bulk RNA sequencing data. Zbl 1393.62120
Zhu, Lingxue; Lei, Jing; Devlin, Bernie; Roeder, Kathryn
3
2018
Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. Zbl 1411.62320
Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka
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
Hypothesis testing for high-dimensional multinomials: a selective review. Zbl 1405.62061
Balakrishnan, Sivaraman; Wasserman, Larry
3
2018
Tracking network dynamics: a survey using graph distances. Zbl 1405.62171
Donnat, Claire; Holmes, Susan
3
2018
Adjustment of nonconfounding covariates in case-control genetic association studies. Zbl 1393.62111
Zhang, Hong; Chatterjee, Nilanjan; Rader, Daniel; Chen, Jinbo
2
2018
Multivariate integer-valued time series with flexible autocovariances and their application to major hurricane counts. Zbl 1393.62126
Livsey, James; Lund, Robert; Kechagias, Stefanos; Pipiras, Vladas
2
2018
Powerful test based on conditional effects for genome-wide screening. Zbl 1393.62080
Liu, Yaowu; Xie, Jun
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
\(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376
Liu, Lydia T.; Dobriban, Edgar; Singer, Amit
2
2018
Sensitivity analysis for stratified comparisons in an observational study of the effect of smoking on homocysteine levels. Zbl 1412.62176
Rosenbaum, Paul R.
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
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
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
Functional emulation of high resolution tsunami modelling over cascadia. Zbl 1411.62337
Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic
1
2018
Multi-rubric models for ordinal spatial data with application to online ratings data. Zbl 1411.62352
Linero, Antonio R.; Bradley, Jonathan R.; Desai, Apurva
1
2018
How often does the best team win? A unified approach to understanding randomness in North American sport. Zbl 1412.62216
Lopez, Michael J.; Matthews, Gregory J.; Baumer, Benjamin S.
1
2018
Extending Bayesian structural time-series estimates of causal impact to many-household conservation initiatives. Zbl 1412.62205
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
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
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
Tree-based reinforcement learning for estimating optimal dynamic treatment regimes. Zbl 1405.62206
Tao, Yebin; Wang, Lu; Almirall, Daniel
1
2018
A frequency-calibrated Bayesian search for new particles. Zbl 1405.62249
Golchi, Shirin; Lockhart, Richard
1
2018
Estimating average causal effects under general interference, with application to a social network experiment. Zbl 1383.62329
Aronow, Peter M.; Samii, Cyrus
15
2017
Elicitability and backtesting: perspectives for banking regulation. Zbl 1383.62247
Nolde, Natalia; Ziegel, Johanna F.
9
2017
Hypothesis testing for network data in functional neuroimaging. Zbl 1391.62217
Ginestet, Cedric E.; Li, Jun; Balachandran, Prakash; Rosenberg, Steven; Kolaczyk, Eric D.
7
2017
A multivariate mixed hidden Markov model for blue whale behaviour and responses to sound exposure. Zbl 1366.62211
DeRuiter, Stacy L.; Langrock, Roland; Skirbutas, Tomas; Goldbogen, Jeremy A.; Calambokidis, John; Friedlaender, Ari S.; Southall, Brandon L.
6
2017
Space and circular time log Gaussian Cox processes with application to crime event data. Zbl 1416.62689
Shirota, Shinichiro; Gelfand, Alan E.
6
2017
Focusing on regions of interest in forecast evaluation. Zbl 1383.62243
Holzmann, Hajo; Klar, Bernhard
4
2017
Bayesian nonhomogeneous Markov models via Pólya-Gamma data augmentation with applications to rainfall modeling. Zbl 1366.62255
Holsclaw, Tracy; Greene, Arthur M.; Robertson, Andrew W.; Smyth, Padhraic
4
2017
Latent space models for multiview network data. Zbl 1380.62269
Salter-Townshend, Michael; McCormick, Tyler H.
3
2017
Dynamic mixtures of factor analyzers to characterize multivariate air pollutant exposures. Zbl 1380.62265
Maruotti, Antonello; Bulla, Jan; Lagona, Francesco; Picone, Marco; Martella, Francesca
3
2017
Model-based clustering with data correction for removing artifacts in gene expression data. Zbl 1383.62299
Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee
3
2017
Bayesian inference for multiple Gaussian graphical models with application to metabolic association networks. Zbl 1383.62294
Tan, Linda S. L.; Jasra, Ajay; De Iorio, Maria; Ebbels, Timothy M. D.
3
2017
Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales. Zbl 1383.62300
Yuan, Yuan; Bachl, Fabian E.; Lindgren, Finn; Borchers, David L.; Illian, Janine B.; Buckland, Stephen T.; Rue, Håvard; Gerrodette, Tim
3
2017
Gene network reconstruction using global-local shrinkage priors. Zbl 1366.62227
Leday, Gwenaël G. R.; de Gunst, Mathisca C. M.; Kpogbezan, Gino B.; van der Vaart, Aad W.; van Wieringen, Wessel N.; van de Wiel, Mark A.
3
2017
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Cited by 7,667 Authors

23 Reich, Brian James
19 Genton, Marc G.
19 Lian, Heng
19 Marron, James Stephen
17 Fan, Jianqing
17 Small, Dylan S.
16 Li, Hongzhe
16 Ma, Shuangge
15 Li, Runze
15 Rosenbaum, Paul Richard
15 Zhao, Hongyu
15 Zhu, Hongtu
14 Dunson, David Brian
13 Langrock, Roland
13 Liu, Han
13 Suchard, Marc A.
13 Tibshirani, Robert John
13 Wikle, Christopher K.
12 Bickel, Peter John
12 Bühlmann, Peter
12 Crăiniceanu, Ciprian-Mugur
12 Huang, Jianhua Z.
12 Latouche, Pierre
12 Murphy, Thomas Brendan
12 Vannucci, Marina
11 Aston, John A. D.
11 Banerjee, Sudipto
11 Falk, Michael
11 Gelfand, Alan Enoch
11 Guindani, Michele
11 Huckemann, Stephan F.
11 Müller, Peter
11 Srivastava, Anuj
11 Staicu, Ana-Maria
11 Tutz, Gerhard E.
10 Balakrishnan, Narayanaswamy
10 Böhning, Dankmar
10 Cai, Tony Tony
10 Carroll, Raymond James
10 Dey, Dipak Kumar
10 Fuentes, Montserrat
10 Hanson, Timothy E.
10 Held, Leonhard
10 Ionides, Edward L.
10 King, Ruth
10 Mallick, Bani K.
10 Nobel, Andrew B.
10 Pan, Wei
10 Porcu, Emilio
10 Priebe, Carey E.
10 Rudin, Cynthia
10 Rue, Håvard
10 Shen, Haipeng
10 Shen, Xiaotong
10 Stein, Michael L.
10 Vantini, Simone
10 Zhu, Ji
9 Brown, Lawrence David
9 Davison, Anthony C.
9 Greven, Sonja
9 Hooten, Mevin B.
9 Ji, Yuan
9 Kneib, Thomas
9 Kokoszka, Piotr S.
9 Leng, Chenlei
9 Levina, Elizaveta
9 Liu, Yufeng
9 Matteson, David S.
9 Meyer, Mary C.
9 Müller, Hans-Georg
9 Parmigiani, Giovanni
9 Székely, Gábor J.
9 Wu, Tongtong
9 Yuan, Ming
9 Zou, Hui
8 Airoldi, Edoardo M.
8 Bouveyron, Charles
8 Caffo, Brian S.
8 Castruccio, Stefano
8 Commenges, Daniel
8 Croux, Christophe
8 Dominici, Francesca
8 Handcock, Mark S.
8 Hanks, Ephraim M.
8 He, Xuming
8 Hoff, Peter D.
8 Holan, Scott H.
8 Hong, Yili
8 Hooker, Giles
8 Jiao, Yuling
8 Lei, Jing
8 Li, Fan
8 Li, Gen
8 Lindgren, Finn
8 Liu, Jingchen
8 Marinucci, Domenico
8 Maroulas, Vasileios
8 Maruotti, Antonello
8 Mateu, Jorge
8 Munk, Axel
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Cited in 303 Journals

667 The Annals of Applied Statistics
280 Computational Statistics and Data Analysis
265 Journal of the American Statistical Association
177 The Annals of Statistics
176 Electronic Journal of Statistics
147 Journal of Multivariate Analysis
139 Biometrics
116 Statistical Science
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87 Journal of Statistical Planning and Inference
87 Journal of Statistical Computation and Simulation
79 Bayesian Analysis
73 Statistics & Probability Letters
62 Journal of Agricultural, Biological, and Environmental Statistics
57 Journal of Machine Learning Research (JMLR)
56 Computational Statistics
56 Journal of Applied Statistics
50 Statistical Modelling
45 Test
41 Bernoulli
40 Biometrical Journal
40 Journal of Econometrics
40 European Journal of Operational Research
40 Extremes
38 Statistical Applications in Genetics and Molecular Biology
32 Statistical Analysis and Data Mining
30 Advances in Data Analysis and Classification. ADAC
30 SIAM/ASA Journal on Uncertainty Quantification
29 Machine Learning
29 Journal of Nonparametric Statistics
28 Annals of the Institute of Statistical Mathematics
27 Communications in Statistics. Simulation and Computation
26 Scandinavian Journal of Statistics
26 Communications in Statistics. Theory and Methods
25 Psychometrika
25 Statistical Methods and Applications
23 Journal of Statistical Physics
22 Statistical Papers
20 Neural Computation
18 Journal of the Royal Statistical Society. Series B. Statistical Methodology
17 The Canadian Journal of Statistics
17 Journal of Time Series Analysis
17 Science China. Mathematics
16 Statistical Methodology
16 Journal of the Korean Statistical Society
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15 Brazilian Journal of Probability and Statistics
14 Insurance Mathematics & Economics
14 Stochastic Processes and their Applications
13 Quantitative Finance
12 Metrika
12 Pattern Recognition
11 Applied and Computational Harmonic Analysis
11 Journal of Computational Neuroscience
11 Lifetime Data Analysis
11 Mathematical Problems in Engineering
11 Methodology and Computing in Applied Probability
11 Computational & Mathematical Methods in Medicine
11 AStA. Advances in Statistical Analysis
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11 Sankhyā. Series B
10 Physica A
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10 Biostatistics
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10 Sankhyā. Series A
9 Inverse Problems
9 Theoretical Population Biology
9 Journal of Classification
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9 Proceedings of the National Academy of Sciences of the United States of America
9 Journal of Mathematical Imaging and Vision
9 Mathematical Geosciences
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8 Information Sciences
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8 Metron
8 International Journal of Approximate Reasoning
8 SIAM Journal on Optimization
8 Statistica Sinica
8 Data Mining and Knowledge Discovery
8 Econometric Theory
8 Applied Stochastic Models in Business and Industry
7 Journal of Computational Physics
7 Journal of Mathematical Psychology
7 Australian & New Zealand Journal of Statistics
7 Epidemiologic Methods
6 Advances in Applied Probability
6 Mathematical Biosciences
6 Automatica
6 Operations Research
6 SIAM Journal on Numerical Analysis
6 Computers & Operations Research
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6 Economics Letters
6 International Journal of Computer Vision
6 INFORMS Journal on Computing
5 Journal of Mathematical Biology
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3,820 Statistics (62-XX)
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