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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: 1,431 Publications (since 2007)
References Indexed: 1,232 Publications with 47,482 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.
10 McCormick, Tyler H.
10 Parmigiani, Giovanni
10 Stein, Michael L.
10 Tibshirani, Robert John
9 Bickel, Peter John
9 Jensen, Shane T.
9 Zhao, Hongyu
8 Rosenbaum, Paul Richard
8 Stephens, Matthew
8 Suchard, Marc A.
8 Vannucci, Marina
8 Zhang, Nancy Ruonan
8 Zhu, Ji
7 Dunson, David Brian
7 Gelfand, Alan Enoch
7 Halloran, M. Elizabeth
7 Hoff, Peter D.
7 Ibrahim, Joseph George
7 Li, Fan
7 Peng, Jie
7 Simon, Noah Robin
7 Tseng, George C.
6 Caffo, Brian S.
6 Dominici, Francesca
6 Efron, Bradley
6 Erosheva, Elena A.
6 Fienberg, Stephen Elliot
6 Handcock, Mark S.
6 Lee, Ann B.
6 Lee, Thomas C. M.
6 Li, Hongzhe
6 Longini, Ira M. jun.
6 Murphy, Thomas Brendan
6 Roeder, Kathryn
6 Schwartzman, Armin
6 Serban, Nicoleta
6 Trippa, Lorenzo
6 Wasserman, Larry Alan
6 Xing, Eric P.
6 Zhu, Hongtu
6 Zidek, James Victor
5 Cooley, Daniel S.
5 Coull, Brent A.
5 Davison, Anthony C.
5 Ding, Yu
5 Dobra, Adrian
5 Feuerverger, Andrey
5 Fuentes, Montserrat
5 Haran, Murali
5 Hong, Yili
5 James, Gareth M.
5 Jordan, Michael Irwin
5 Kim, Jae Kwang
5 Mohler, George O.
5 Müller, Peter
5 Newton, Michael A.
5 Nobel, Andrew B.
5 Owen, Art B.
5 Paddock, Susan M.
5 Paul, Debashis
5 Rodríguez, Abel
5 Schoenberg, Frederic Paik
5 Shen, Haipeng
5 Wang, Yuanjia
5 Witten, Daniela M.
5 Yu, Bin
5 Yuan, Ying
4 Albert, Paul S.
4 Alkema, Leontine
4 Aston, John A. D.
4 Baladandayuthapani, Veerabhadran
4 Bandyopadhyay, Dipankar
4 Banerjee, Sudipto
4 Bingham, Derek R.
4 Carlin, Bradley P.
4 Carvalho, Carlos Marinho
4 Castruccio, Stefano
4 Clark, Samuel J.
4 de Angelis, Daniela
4 Dryden, Ian L.
4 Fosdick, Bailey K.
4 Fox, Emily B.
4 Gelman, Andrew
4 Genton, Marc G.
4 George, Edward I.
4 Guindani, Michele
4 Guttorp, Peter
4 Hastie, Trevor John
4 Holan, Scott H.
4 Holzmann, Hajo
4 Hooten, Mevin B.
4 Jank, Wolfgang S.
4 Ji, Yuan
4 Kadane, Joseph Born
4 Kafadar, Karen
...and 3,286 more Authors

Publications by Year

Citations contained in zbMATH Open

982 Publications have been cited 6,829 times in 5,208 Documents Cited by Year
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
303
2007
Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection. Zbl 1220.62095
Breheny, Patrick; Huang, Jian
135
2011
Coordinate descent algorithms for lasso penalized regression. Zbl 1137.62045
Wu, Tong Tong; Lange, Kenneth
125
2008
Brownian distance covariance. Zbl 1196.62077
Székely, Gábor J.; Rizzo, Maria L.
116
2009
BART: Bayesian additive regression trees. Zbl 1189.62066
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E.
106
2010
Network exploration via the adaptive LASSO and SCAD penalties. Zbl 1166.62040
Fan, Jianqing; Feng, Yang; Wu, Yichao
87
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
80
2008
Stochastic modeling in nanoscale biophysics: subdiffusion within proteins. Zbl 1400.62272
Kou, S. C.
63
2008
Multilevel functional principal component analysis. Zbl 1160.62061
Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M.
62
2009
Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174
Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei
60
2010
Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging. Zbl 1196.62063
Dryden, Ian L.; Koloydenko, Alexey; Zhou, Diwei
52
2009
On spatial extremes: with application to a rainfall problem. Zbl 1273.62258
Buishand, T. A.; de Haan, L.; Zhou, C.
52
2008
Random survival forests. Zbl 1149.62331
Ishwaran, Hemant; Kogalur, Udaya B.; Blackstone, Eugene H.; Lauer, Michael S.
47
2008
SLOPE-adaptive variable selection via convex optimization. Zbl 1454.62212
Bogdan, Małgorzata; van den Berg, Ewout; Sabatti, Chiara; Su, Weijie; Candès, Emmanuel J.
47
2015
Sparse least trimmed squares regression for analyzing high-dimensional large data sets. Zbl 1454.62123
Alfons, Andreas; Croux, Christophe; Gelper, Sarah
46
2013
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
44
2008
A flexible regression model for count data. Zbl 1194.62091
Sellers, Kimberly F.; Shmueli, Galit
42
2010
On testing the significance of sets of genes. Zbl 1129.62102
Efron, Bradley; Tibshirani, Robert
40
2007
Modeling social networks from sampled data. Zbl 1189.62187
Handcock, Mark S.; Gile, Krista J.
40
2010
Inference using shape-restricted regression splines. Zbl 1149.62033
Meyer, Mary C.
40
2008
Estimating time-varying networks. Zbl 1189.62142
Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P.
39
2010
Nonstationary covariance models for global data. Zbl 1168.62381
Jun, Mikyoung; Stein, Michael L.
39
2008
Uncovering latent structure in valued graphs: a variational approach. Zbl 1194.62125
Mariadassou, Mahendra; Robin, Stéphane; Vacher, Corinne
37
2010
Extending the rank likelihood for semiparametric copula estimation. Zbl 1129.62050
Hoff, Peter D.
36
2007
Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping. Zbl 1235.60075
Bolin, David; Lindgren, Finn
36
2011
Time series analysis via mechanistic models. Zbl 1160.62080
Bretó, Carles; He, Daihai; Ionides, Edward L.; King, Aaron A.
36
2009
Spatial modeling of extreme snow depth. Zbl 1228.62154
Blanchet, Juliette; Davison, Anthony C.
34
2011
A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133
Xing, Eric P.; Fu, Wenjie; Song, Le
33
2010
A hierarchical max-stable spatial model for extreme precipitation. Zbl 1257.62120
Reich, Brian J.; Shaby, Benjamin A.
32
2012
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L.
32
2007
Overlapping stochastic block models with application to the French political blogosphere. Zbl 1220.62083
Latouche, Pierre; Birmelé, Etienne; Ambroise, Christophe
32
2011
Describing disability through individual-level mixture models for multivariate binary data. Zbl 1126.62101
Erosheva, Elena A.; Fienberg, Stephen E.; Joutard, Cyrille
32
2007
Copula Gaussian graphical models and their application to modeling functional disability data. Zbl 1232.62046
Dobra, Adrian; Lenkoski, Alex
31
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
31
2014
A correlated topic model of science. Zbl 1129.62122
Blei, David M.; Lafferty, John D.
30
2007
A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields. Zbl 1129.62114
Reich, Brian J.; Fuentes, Montserrat
30
2007
A sparse conditional Gaussian graphical model for analysis of genetical genomics data. Zbl 1234.62151
Yin, Jianxin; Li, Hongzhe
29
2011
Structured variable selection and estimation. Zbl 1184.62032
Yuan, Ming; Joseph, V. Roshan; Zou, Hui
28
2009
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
Transposable regularized covariance models with an application to missing data imputation. Zbl 1194.62079
Allen, Genevera I.; Tibshirani, Robert
27
2010
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
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
27
2008
Agnostic notes on regression adjustments to experimental data: reexamining Freedman’s critique. Zbl 1454.62217
Lin, Winston
26
2013
An empirical Bayes mixture method for effect size and false discovery rate estimation. Zbl 1189.62004
Muralidharan, Omkar
25
2010
For objective causal inference, design trumps analysis. Zbl 1149.62089
Rubin, Donald B.
25
2008
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
25
2008
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Zbl 1149.62053
Peng, Jie; Müller, Hans-Georg
25
2008
Evaluating stationarity via change-point alternatives with applications to fMRI data. Zbl 1257.62072
Aston, John A. D.; Kirch, Claudia
24
2012
Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Zbl 1166.62074
Hong, Yili; Meeker, William Q.; McCalley, James D.
24
2009
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L.
23
2013
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
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.
22
2013
Finding large average submatrices in high dimensional data. Zbl 1196.62087
Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B.
22
2009
Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias
22
2011
Bayesian variable selection regression for genome-wide association studies and other large-scale problems. Zbl 1229.62145
Guan, Yongtao; Stephens, Matthew
22
2011
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.
22
2011
Multilinear tensor regression for longitudinal relational data. Zbl 1454.62481
Hoff, Peter D.
22
2015
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
A spatial analysis of multivariate output from regional climate models. Zbl 1220.62152
Sain, Stephan R.; Furrer, Reinhard; Cressie, Noel
21
2011
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
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
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
Variable selection and regression analysis for graph-structured covariates with an application to genomics. Zbl 1202.62157
Li, Caiyan; Li, Hongzhe
21
2010
Sparse logistic principal components analysis for binary data. Zbl 1202.62084
Lee, Seokho; Huang, Jianhua Z.; Hu, Jianhua
21
2010
Self-exciting hurdle models for terrorist activity. Zbl 1316.62186
Porter, Michael D.; White, Gentry
20
2012
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
DISCO analysis: A nonparametric extension of analysis of variance. Zbl 1194.62054
Rizzo, Maria L.; Székely, Gábor J.
20
2010
Improving the precision of classification trees. Zbl 1184.62109
Loh, Wei-Yin
20
2009
Simultaneous inference: when should hypothesis testing problems be combined? Zbl 1137.62010
Efron, Bradley
20
2008
The screening and ranking algorithm to detect DNA copy number variations. Zbl 1401.92145
Niu, Yue S.; Zhang, Heping
20
2012
Bi-cross-validation of the SVD and the nonnegative matrix factorization. Zbl 1166.62047
Owen, Art B.; Perry, Patrick O.
20
2009
Curve alignment by moments. Zbl 1126.62001
James, Gareth M.
19
2007
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
19
2011
Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62274
Lee, Ann B.; Nadler, Boaz; Wasserman, Larry
19
2008
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
High frequency market microstructure noise estimates and liquidity measures. Zbl 1160.62089
Aït-Sahalia, Yacine; Yu, Jialin
18
2009
Variable selection for sparse Dirichlet-multinomial regression with an application to microbiome data analysis. Zbl 1454.62317
Chen, Jun; Li, Hongzhe
17
2013
Modeling and forecasting electricity spot prices: a functional data perspective. Zbl 1454.62267
Liebl, Dominik
17
2013
Are a set of microarrays independent of each other? Zbl 1196.62138
Efron, Bradley
17
2009
A hierarchical Bayesian approach to record linkage and population size problems. Zbl 1223.62015
Tancredi, Andrea; Liseo, Brunero
17
2011
Extremes on river networks. Zbl 1397.62482
Asadi, Peiman; Davison, Anthony C.; Engelke, Sebastian
17
2015
Detection and localization of change-points in high-dimensional network traffic data. Zbl 1166.62094
Lévy-Leduc, Céline; Roueff, François
17
2009
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
16
2012
Dynamical functional prediction and classification, with application to traffic flow prediction. Zbl 1257.62090
Chiou, Jeng-Min
16
2012
Estimating treatment effect heterogeneity in randomized program evaluation. Zbl 1376.62036
Imai, Kosuke; Ratkovic, Marc
16
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
16
2012
Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283
Stein, Michael L.; Chen, Jie; Anitescu, Mihai
16
2013
Analysis of Minnesota colon and rectum cancer point patterns with spatial and nonspatial covariate information. Zbl 1196.62143
Liang, Shengde; Carlin, Bradley P.; Gelfand, Alan E.
16
2009
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
16
2011
A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data. Zbl 1137.62081
Wei, Zhi; Li, Hongzhe
16
2008
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.
16
2014
Inferring causal impact using Bayesian structural time-series models. Zbl 1454.62473
Brodersen, Kay H.; Gallusser, Fabian; Koehler, Jim; Remy, Nicolas; Scott, Steven L.
16
2015
Bayesian structured additive distributional regression with an application to regional income inequality in Germany. Zbl 1454.62485
Klein, Nadja; Kneib, Thomas; Lang, Stefan; Sohn, Alexander
16
2015
Parallel partial Gaussian process emulation for computer models with massive output. Zbl 1391.62184
Gu, Mengyang; Berger, James O.
16
2016
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
16
2015
Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology. Zbl 1202.62171
Warton, David I.; Shepherd, Leah C.
16
2010
Spatial analysis of wave direction data using wrapped Gaussian processes. Zbl 1257.62094
Jona-Lasinio, Giovanna; Gelfand, Alan; Jona-Lasinio, Mattia
15
2012
A regression discontinuity design for ordinal running variables: evaluating central bank purchases of corporate bonds. Zbl 1475.62250
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
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
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging. Zbl 1478.62341
Risk, Benjamin B.; Gaynanova, Irina
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
Bayesian variable selection for survival data using inverse moment priors. Zbl 1446.62284
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E.
2
2020
Causal inference from observational studies with clustered interference, with application to a cholera vaccine study. Zbl 1470.62152
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
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
1
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
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
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
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
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
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
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
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
5
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
Propensity score weighting for causal inference with multiple treatments. Zbl 1435.62392
Li, Fan; Li, Fan
4
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
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.
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
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.
3
2019
Multilayer knockoff filter: controlled variable selection at multiple resolutions. Zbl 1417.62315
Katsevich, Eugene; Sabatti, Chiara
3
2019
Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls. Zbl 1433.62324
Kim, Chanmin; Daniels, Michael J.; Hogan, Joseph W.; Choirat, Christine; Zigler, Corwin M.
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
New formulation of the logistic-Gaussian process to analyze trajectory tracking data. Zbl 1435.62414
Mastrantonio, Gianluca; Grazian, Clara; Mancinelli, Sara; Bibbona, Enrico
2
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
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
An algorithm for removing sensitive information: application to race-independent recidivism prediction. Zbl 1417.62352
Johndrow, James E.; Lum, Kristian
2
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
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
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
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.
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
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
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435
Castelletti, Federico; Consonni, Guido
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
On Bayesian new edge prediction and anomaly detection in computer networks. Zbl 1437.62234
Metelli, Silvia; Heard, Nicholas
1
2019
A general theory for preferential sampling in environmental networks. Zbl 1435.62416
Watson, Joe; Zidek, James V.; Shaddick, Gavin
1
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
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
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
Compositional mediation analysis for microbiome studies. Zbl 1417.62329
Sohn, Michael B.; Li, Hongzhe
1
2019
Torus principal component analysis with applications to RNA structure. Zbl 1405.62173
Eltzner, Benjamin; Huckemann, Stephan; Mardia, Kanti V.
12
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
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
8
2018
\(e\)PCA: high dimensional exponential family PCA. Zbl 1411.62376
Liu, Lydia T.; Dobriban, Edgar; Singer, Amit
7
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
7
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
6
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
6
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
6
2018
Hypothesis testing for high-dimensional multinomials: a selective review. Zbl 1405.62061
Balakrishnan, Sivaraman; Wasserman, Larry
6
2018
Exact spike train inference via \(\ell_{0}\) optimization. Zbl 1412.62159
Jewell, Sean; Witten, Daniela
5
2018
Variational inference for probabilistic Poisson PCA. Zbl 1412.62194
Chiquet, Julien; Mariadassou, Mahendra; Robin, Stéphane
5
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
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
A unified statistical framework for single cell and bulk RNA sequencing data. Zbl 1393.62120
Zhu, Lingxue; Lei, Jing; Devlin, Bernie; Roeder, Kathryn
5
2018
Tracking network dynamics: a survey using graph distances. Zbl 1405.62171
Donnat, Claire; Holmes, Susan
5
2018
Tree ensembles with rule structured horseshoe regularization. Zbl 1412.62169
Nalenz, Malte; Villani, Mattias
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
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
Sensitivity analysis for stratified comparisons in an observational study of the effect of smoking on homocysteine levels. Zbl 1412.62176
Rosenbaum, Paul R.
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
Extreme value modelling of water-related insurance claims. Zbl 1393.62047
Rohrbeck, Christian; Eastoe, Emma F.; Frigessi, Arnoldo; Tawn, Jonathan A.
3
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.
3
2018
Unique entity estimation with application to the Syrian conflict. Zbl 1405.62238
Chen, Beidi; Shrivastava, Anshumali; Steorts, Rebecca C.
3
2018
Statistical shape analysis of simplified neuronal trees. Zbl 1405.62172
Duncan, Adam; Klassen, Eric; Srivastava, Anuj
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
Marked self-exciting point process modelling of information diffusion on twitter. Zbl 1411.62357
Chen, Feng; Tan, Wai Hong
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
...and 882 more Documents
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Cited by 8,969 Authors

28 Reich, Brian James
23 Genton, Marc G.
22 Marron, James Stephen
19 Fan, Jianqing
19 Lian, Heng
19 Small, Dylan S.
18 Ma, Shuangge
17 Dunson, David Brian
17 Suchard, Marc A.
16 Bühlmann, Peter
16 Huang, Jian
16 Li, Hongzhe
16 Li, Runze
16 Müller, Peter
16 Rosenbaum, Paul Richard
16 Zhao, Hongyu
16 Zhu, Hongtu
14 Langrock, Roland
14 Liu, Han
14 Murphy, Thomas Brendan
14 Tibshirani, Robert John
14 Tutz, Gerhard E.
14 Vannucci, Marina
13 Bickel, Peter John
13 Crăiniceanu, Ciprian-Mugur
13 Huang, Jianhua Z.
13 Latouche, Pierre
13 Rue, Håvard
13 Srivastava, Anuj
13 Staicu, Ana-Maria
13 Wikle, Christopher K.
12 Aston, John A. D.
12 Balakrishnan, Narayanaswamy
12 Banerjee, Sudipto
12 Böhning, Dankmar
12 Dey, Dipak Kumar
12 Gelfand, Alan Enoch
12 Huckemann, Stephan F.
12 Ji, Yuan
12 Kneib, Thomas
12 Levina, Elizaveta
12 Liu, Yufeng
12 Ombao, Hernando C.
12 Porcu, Emilio
12 Priebe, Carey E.
12 Vantini, Simone
12 Zhu, Ji
11 Carroll, Raymond James
11 Castruccio, Stefano
11 Falk, Michael
11 Guindani, Michele
11 Held, Leonhard
11 Hoff, Peter D.
11 Huser, Raphaël
11 Jiao, Yuling
11 Leng, Chenlei
11 Li, Fan
11 Rudin, Cynthia
11 Shen, Xiaotong
11 Stein, Michael L.
11 Wasserman, Larry Alan
11 Zou, Hui
10 Cai, Tony Tony
10 Ding, Peng
10 Farcomeni, Alessio
10 Fuentes, Montserrat
10 Hanson, Timothy E.
10 Ionides, Edward L.
10 Katzfuss, Matthias
10 King, Ruth
10 Klein, Nadja
10 Kokoszka, Piotr S.
10 Mallick, Bani K.
10 Maroulas, Vasileios
10 Maruotti, Antonello
10 Mateu, Jorge
10 Matteson, David S.
10 Meyer, Mary C.
10 Müller, Hans-Georg
10 Nobel, Andrew B.
10 Pan, Wei
10 Parmigiani, Giovanni
10 Reiter, Jerome P.
10 Secchi, Piercesare
10 Shen, Haipeng
10 Székely, Gábor J.
10 Yuan, Ming
10 Zhou, Yong
9 Bouveyron, Charles
9 Brown, Lawrence David
9 Croux, Christophe
9 Davison, Anthony C.
9 George, Edward I.
9 Greven, Sonja
9 Holan, Scott H.
9 Hooten, Mevin B.
9 Li, Yang
9 Menafoglio, Alessandra
9 Munk, Axel
9 Nott, David John
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Cited in 331 Journals

755 The Annals of Applied Statistics
318 Computational Statistics and Data Analysis
265 Journal of the American Statistical Association
208 Electronic Journal of Statistics
206 The Annals of Statistics
161 Journal of Multivariate Analysis
139 Biometrics
136 Statistical Science
133 Statistics and Computing
118 Journal of Applied Statistics
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102 Journal of Computational and Graphical Statistics
95 Journal of Statistical Planning and Inference
90 Bayesian Analysis
85 Statistics & Probability Letters
67 Computational Statistics
64 Journal of Machine Learning Research (JMLR)
62 Journal of Agricultural, Biological, and Environmental Statistics
58 Test
51 Statistical Modelling
48 Communications in Statistics. Theory and Methods
46 Extremes
45 Bernoulli
44 Journal of Econometrics
43 European Journal of Operational Research
40 Biometrical Journal
40 Statistical Applications in Genetics and Molecular Biology
37 Statistical Methods and Applications
35 Annals of the Institute of Statistical Mathematics
34 SIAM/ASA Journal on Uncertainty Quantification
33 Machine Learning
33 Advances in Data Analysis and Classification. ADAC
32 Statistical Analysis and Data Mining
30 Statistical Papers
30 Statistica Sinica
30 Journal of Nonparametric Statistics
28 Psychometrika
28 Communications in Statistics. Simulation and Computation
26 Scandinavian Journal of Statistics
25 Journal of the Korean Statistical Society
23 Journal of Statistical Physics
20 Neural Computation
19 Science China. Mathematics
18 Statistics
18 Journal of the Royal Statistical Society. Series B. Statistical Methodology
17 The Canadian Journal of Statistics
17 Insurance Mathematics & Economics
17 Journal of Time Series Analysis
17 AStA. Advances in Statistical Analysis
16 Mathematical Programming. Series A. Series B
16 Brazilian Journal of Probability and Statistics
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16 Journal of Theoretical Biology
15 Stochastic Processes and their Applications
15 Lifetime Data Analysis
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14 Metrika
14 Sankhyā. Series A
14 Sankhyā. Series B
13 Physica A
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13 The Annals of Applied Probability
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13 Methodology and Computing in Applied Probability
12 International Journal of Approximate Reasoning
12 Pattern Recognition
12 Statistics Surveys
11 Journal of Computational and Applied Mathematics
11 Applied and Computational Harmonic Analysis
11 Journal of Computational Neuroscience
11 Mathematical Problems in Engineering
11 Computational & Mathematical Methods in Medicine
11 Japanese Journal of Statistics and Data Science
10 Artificial Intelligence
10 Information Sciences
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10 Data Mining and Knowledge Discovery
10 Biostatistics
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10 SIAM Journal on Mathematics of Data Science
9 Inverse Problems
9 Statistica
9 Theoretical Population Biology
9 Proceedings of the National Academy of Sciences of the United States of America
9 Econometric Theory
8 Advances in Applied Probability
8 Journal of Computational Physics
8 Mathematical Biosciences
8 Chaos, Solitons and Fractals
8 Annals of Operations Research
8 Applied Mathematical Modelling
8 SIAM Journal on Optimization
8 International Journal of Computer Vision
8 Applied Stochastic Models in Business and Industry
7 Journal of Mathematical Biology
7 Journal of Mathematical Psychology
7 Operations Research
7 Computers & Operations Research
...and 231 more Journals
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Cited in 56 Fields

4,539 Statistics (62-XX)
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140 Combinatorics (05-XX)
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72 Information and communication theory, circuits (94-XX)
48 Linear and multilinear algebra; matrix theory (15-XX)
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28 Harmonic analysis on Euclidean spaces (42-XX)
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