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Journal of the American Statistical Association

Short Title: J. Am. Stat. Assoc.
Publisher: Taylor & Francis, Philadelphia, PA; American Statistical Association (ASA), Alexandria, VA
ISSN: 0162-1459; 1537-274X/e
Online: http://www.tandfonline.com/loi/uasa20
http://www.jstor.org/journals/01621459.html
Documents Indexed: 6,591 Publications (since 1928)
References Indexed: 912 Publications with 33,473 References.
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Latest Issues

116, No. 534 (2021)
116, No. 533 (2021)
115, No. 532 (2020)
115, No. 531 (2020)
115, No. 530 (2020)
115, No. 529 (2020)
114, No. 528 (2019)
114, No. 527 (2019)
114, No. 526 (2019)
114, No. 525 (2019)
113, No. 524 (2018)
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110, No. 512 (2015)
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100, No. 470 (2005)
100, No. 469 (2005)
99, No. 468 (2004)
99, No. 467 (2004)
99, No. 466 (2004)
99, No. 465 (2004)
98, No. 464 (2003)
98, No. 463 (2003)
98, No. 462 (2003)
98, No. 461 (2003)
97, No. 460 (2002)
97, No. 459 (2002)
97, No. 458 (2002)
97, No. 457 (2002)
96, No. 456 (2001)
96, No. 455 (2001)
96, No. 454 (2001)
96, No. 453 (2001)
95, No. 452 (2000)
95, No. 451 (2000)
95, No. 450 (2000)
95, No. 449 (2000)
94, No. 448 (1999)
94, No. 447 (1999)
94, No. 446 (1999)
94, No. 445 (1999)
93, No. 444 (1998)
93, No. 443 (1998)
93, No. 442 (1998)
93, No. 441 (1998)
92, No. 440 (1997)
92, No. 439 (1997)
92, No. 438 (1997)
92, No. 437 (1997)
91, No. 436 (1996)
91, No. 435 (1996)
91, No. 434 (1996)
91, No. 433 (1996)
90, No. 432 (1995)
90, No. 431 (1995)
90, No. 430 (1995)
90, No. 429 (1995)
89, No. 428 (1994)
89, No. 427 (1994)
...and 89 more Volumes
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Authors

59 Carroll, Raymond James
45 Fan, Jianqing
40 Dunson, David Brian
39 Efron, Bradley
35 Hall, Peter Gavin
34 Rosenbaum, Paul Richard
32 Zeng, Donglin
28 Ibrahim, Joseph George
27 Raftery, Adrian E.
23 Lin, Danyu
23 Robins, James M.
22 Ruppert, David
21 Cook, Ralph Dennis
21 Rao, Jonnagadda Nalini Kanth
20 Goodman, Leo A.
20 Wu, Chien-Fu Jeff
19 Berger, James Orvis
19 Casella, George
19 Gelfand, Alan Enoch
19 Li, Runze
19 Marron, James Stephen
19 Müller, Hans-Georg
19 Shen, Xiaotong
19 Wasserman, Larry Alan
18 Lin, Xihong
18 Rubin, Donald Bruce
18 Tibshirani, Robert John
18 Zhu, Hongtu
17 Fuller, Wayne Arthur
17 Härdle, Wolfgang Karl
16 He, Xuming
16 Hettmansperger, Thomas P.
16 Hogg, Robert V.
16 Liu, Jun S.
16 Randles, Ronald Herman
16 Rider, Paul R.
16 Small, Dylan S.
15 Akritas, Michael G.
15 Dette, Holger
15 Gastwirth, Joseph Lewis
15 Kadane, Joseph Born
15 Müller, Peter
15 Sen, Pranab Kumar
14 Cressie, Noel A. C.
14 Kosorok, Michael R.
14 Liang, Faming
14 Little, Roderick J. A.
14 Liu, Yufeng
14 Mallick, Bani K.
14 Parmigiani, Giovanni
14 Qin, Jing
14 Ronchetti, Elvezio M.
14 Shao, Jun
14 Wong, Wing Hung
14 Ying, Zhiliang
14 Zhang, Heping
13 Berkson, Joseph
13 Cohen, Arthur
13 Delaigle, Aurore
13 Guan, Yongtao
13 Samaniego, Francisco J.
13 Tsay, Ruey S.
13 West, Mike
12 Cai, Tianxi
12 Cai, Tony Tony
12 Fine, Jason Peter
12 Genton, Marc G.
12 Harville, David A.
12 Lindsay, Bruce G.
12 Ma, Yanyuan
12 Ombao, Hernando C.
12 Walsh, John Edward
12 Zacks, Shelemyahu
12 Zeger, Scott L.
11 Brown, Lawrence David
11 Carlin, Bradley P.
11 Chen, Rong
11 Dykstra, Richard L.
11 Hastie, Trevor John
11 Hollander, Myles
11 Jones, Michael Chris
11 Kohn, Robert J.
11 Laird, Nan McKenzie
11 Li, Ker-Chau
11 O’Sullivan, Finbarr
11 Roeder, Kathryn
11 Schucany, William R.
11 Singpurwalla, Nozer D.
11 Stefanski, Leonard A.
11 Tiao, George C.
11 Wells, Martin T.
11 Wolfe, Douglas A.
11 Yin, Guosheng
11 Zellner, Arnold
10 Agresti, Alan
10 Arnold, Barry Charles
10 Box, George Edward Pelham
10 Chatterjee, Nilanjan
10 Ghosh, Malay
10 Halperin, Max
...and 6,457 more Authors
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Fields

5,493 Statistics (62-XX)
669 Numerical analysis (65-XX)
286 Probability theory and stochastic processes (60-XX)
240 General and overarching topics; collections (00-XX)
238 Biology and other natural sciences (92-XX)
143 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
119 Computer science (68-XX)
64 Operations research, mathematical programming (90-XX)
52 Geophysics (86-XX)
35 Combinatorics (05-XX)
28 Information and communication theory, circuits (94-XX)
22 Systems theory; control (93-XX)
17 Linear and multilinear algebra; matrix theory (15-XX)
14 Approximations and expansions (41-XX)
12 History and biography (01-XX)
10 Astronomy and astrophysics (85-XX)
9 Harmonic analysis on Euclidean spaces (42-XX)
7 Dynamical systems and ergodic theory (37-XX)
5 Functional analysis (46-XX)
4 Real functions (26-XX)
4 Special functions (33-XX)
4 Statistical mechanics, structure of matter (82-XX)
4 Mathematics education (97-XX)
3 Operator theory (47-XX)
3 Differential geometry (53-XX)
2 Number theory (11-XX)
2 Ordinary differential equations (34-XX)
2 Geometry (51-XX)
2 Global analysis, analysis on manifolds (58-XX)
1 Mathematical logic and foundations (03-XX)
1 Commutative algebra (13-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 Sequences, series, summability (40-XX)
1 Integral transforms, operational calculus (44-XX)
1 Convex and discrete geometry (52-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Fluid mechanics (76-XX)

Publications by Year

Citations contained in zbMATH Open

5,322 Publications have been cited 117,031 times in 56,671 Documents Cited by Year
Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547
Fan, Jianqing; Li, Runze
2001
Probability inequalities for sums of bounded random variables. Zbl 0127.10602
Hoeffding, W.
1963
The adaptive lasso and its oracle properties. Zbl 1171.62326
Zou, Hui
2006
Nonparametric estimation from incomplete observations. Zbl 0089.14801
Kaplan, E. L.; Meier, Paul
903
1958
Bayes factors. Zbl 0846.62028
Kass, Robert E.; Raftery, Adrian E.
880
1995
Sampling-based approaches to calculating marginal densities. Zbl 0702.62020
Gelfand, Alan E.; Smith, Adrian F. M.
820
1990
Approximate inference in generalized linear mixed models. Zbl 0775.62195
Breslow, N. E.; Clayton, D. G.
570
1993
A generalization of sampling without replacement from a finite universe. Zbl 0047.38301
Horvitz, D. G.; Thompson, D. J.
503
1952
Distribution of the estimators for autoregressive time series with a unit root. Zbl 0413.62075
Dickey, David A.; Fuller, Wayne A.
497
1979
The calculation of posterior distributions by data augmentation. Zbl 0619.62029
Tanner, Martin A.; Wong, Wing Hung
495
1987
Least median of squares regression. Zbl 0547.62046
Rousseeuw, Peter J.
465
1984
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
438
1991
Bayesian analysis of binary and polychotomous response data. Zbl 0774.62031
Albert, James H.; Chib, Siddhartha
436
1993
Model-based clustering, discriminant analysis, and density estimation. Zbl 1073.62545
Fraley, Chris; Raftery, Adrian E.
423
2002
A multivariate exponential distribution. Zbl 0147.38106
Marshall, Albert W.; Olkin, Ingram
412
1967
Bayesian density estimation and inference using mixtures. Zbl 0826.62021
Escobar, Michael D.; West, Mike
408
1995
Strictly proper scoring rules, prediction, and estimation. Zbl 1284.62093
Gneiting, Tilmann; Raftery, Adrian E.
389
2007
Estimation of regression coefficients when some regressors are not always observed. Zbl 0815.62043
Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping
385
1994
Adapting to unknown smoothness via wavelet shrinkage. Zbl 0869.62024
Donoho, David L.; Johnstone, Iain M.
380
1995
The influence curve and its role in robust estimation. Zbl 0305.62031
Hampel, Frank R.
373
1974
Accurate approximations for posterior moments and marginal densities. Zbl 0587.62067
Tierney, Luke; Kadane, Joseph B.
351
1986
Generalized partially linear single-index models. Zbl 0890.62053
Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P.
343
1997
A tale of two time scales: Determining integrated volatility with noisy high-frequency data. Zbl 1117.62461
Zhang, Lan; Mykland, Per A.; Aït-Sahalia, Yacine
342
2005
Reaching a consensus. Zbl 0282.92011
DeGroot, Morris H.
319
1974
Robust locally weighted regression and smoothing scatterplots. Zbl 0423.62029
Cleveland, William S.
311
1979
An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Zbl 0113.34902
Zellner, Arnold
309
1962
Modeling and forecasting U.S. mortality. (With discussion). Zbl 1351.62186
Lee, Ronald D.; Carter, Lawrence R.
308
1992
The Bayesian Lasso. Zbl 1330.62292
Park, Trevor; Casella, George
303
2008
Marginal likelihood from the Gibbs output. Zbl 0868.62027
Chib, Siddhartha
296
1995
Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions. Zbl 0639.62020
Self, Steven G.; Liang, Kung-Yee
296
1987
Functional data analysis for sparse longitudinal data. Zbl 1117.62451
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
290
2005
Gibbs sampling methods for stick-breaking priors. Zbl 1014.62006
Ishwaran, Hemant; James, Lancelot F.
286
2001
Randomized response: a survey technique for eliminating evasive answer bias. Zbl 1298.62024
Warner, Stanley L.
270
1965
Maximum likelihood approaches to variance component estimation and to related problems. Zbl 0373.62040
Harville, David A.
262
1977
Forecasting using principal components from a large number of predictors. Zbl 1041.62081
Stock, James H.; Watson, Mark W.
248
2002
Bivariate exponential distributions. Zbl 0099.14501
Gumbel, E. J.
248
1960
Design-adaptive nonparametric regression. Zbl 0850.62354
Fan, Jianqing
244
1992
Filtering via simulation: Auxiliary particle filters. Zbl 1072.62639
Pitt, Michael K.; Shephard, Neil
241
1999
The distribution of realized exchange rate volatility. Zbl 1015.62107
Andersen, Torben G.; Bollerslev, Tim; Diebold, Francis X.; Labys, Paul
237
2001
Comparison of discrimination methods for the classification of tumors using gene expression data. Zbl 1073.62576
Dudoit, Sandrine; Fridlyand, Jane; Speed, Terence P.
231
2002
Empirical Bayes analysis of a microarray experiment. Zbl 1073.62511
Efron, Bradley; Tibshirani, Robert; Storey, John D.; Tusher, Virginia
230
2001
Bivariate survival models induced by frailties. Zbl 0677.62094
Oakes, David
227
1989
The intrinsic Bayes factor for model selection and prediction. Zbl 0870.62021
Berger, James O.; Pericchi, Luis R.
226
1996
Distribution of residual autocorrelations in autoregressive-integrated moving average time series models. Zbl 0224.62041
Box, G. E. P.; Pierce, David A.
226
1970
The stationary bootstrap. Zbl 0814.62023
Politis, Dimitris N.; Romano, Joseph P.
226
1994
Nonparametric statistical data modeling. Zbl 0407.62001
Parzen, Emanuel
225
1979
An effective bandwidth selector for local least squares regression. Zbl 0868.62034
Ruppert, D.; Sheather, S. J.; Wand, M. P.
221
1995
Penalized spline estimation for partially linear single-index models. Zbl 1045.62035
Yu, Yan; Ruppert, David
219
2002
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
216
1985
Investigating smooth multiple regression by the method of average derivatives. Zbl 0703.62052
Härdle, Wolfgang; Stoker, Thomas M.
214
1989
Probability inequalities for the sum of independent random variables. Zbl 0104.11905
Bennett, George
213
1962
Statistical inference procedures for bivariate Archimedean copulas. Zbl 0785.62032
Genest, Christian; Rivest, Louis-Paul
211
1993
Markov chain Monte Carlo convergence diagnostics: a comparative review. Zbl 0869.62066
Cowles, Mary Kathryn; Carlin, Bradley P.
207
1996
Better bootstrap confidence intervals. Zbl 0622.62039
Efron, Bradley
202
1987
Bayesian estimation and prediction using asymmetric loss functions. Zbl 0603.62037
Zellner, Arnold
202
1986
Feature screening via distance correlation learning. Zbl 1443.62184
Li, Runze; Zhong, Wei; Zhu, Liping
195
2012
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
195
1992
Optimal rates of convergence for deconvolving a density. Zbl 0673.62033
Carroll, Raymond J.; Hall, Peter
195
1988
A constrained \(\ell _{1}\) minimization approach to sparse precision matrix estimation. Zbl 1232.62087
Cai, Tony; Liu, Weidong; Luo, Xi
193
2011
New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329
Fan, Jianqing; Li, Runze
189
2004
Generalized confidence intervals. Zbl 0785.62029
Weerahandi, Samaradasa
188
1993
A predictive approach to model selection. Zbl 0401.62036
Geisser, Seymour; Eddy, William F.
184
1979
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
182
1996
The use of ranks to avoid the assumption of normality implicit in the analysis of variance. JFM 63.1098.02
Friedman, M.
182
1937
Comment on ‘Sliced inverse regression for dimension reduction’. Zbl 1353.62037
Cook, R. Dennis; Weisberg, Sanford
182
1991
Marginal likelihood from the Metropolis-Hastings output. Zbl 1015.62020
Chib, Siddhartha; Jeliazkov, Ivan
181
2001
Analysis of semiparametric regression models for repeated outcomes in the presence of missing data. Zbl 0818.62042
Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping
181
1995
Functional-coefficient regression models for nonlinear time series. Zbl 0996.62078
Cai, Zongwu; Fan, Jianqing; Yao, Qiwei
179
2000
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
179
1996
Latent space approaches to social network analysis. Zbl 1041.62098
Hoff, Peter D.; Raftery, Adrian E.; Handcock, Mark S.
179
2002
Stein’s estimation rule and its competitors - an empirical Bayes approach. Zbl 0275.62005
Efron, Bradley; Morris, Carl
179
1973
Nonparametric independence screening in sparse ultra-high-dimensional additive models. Zbl 1232.62064
Fan, Jianqing; Feng, Yang; Song, Rui
177
2011
On directional regression for dimension reduction. Zbl 1469.62300
Li, Bing; Wang, Shaoli
172
2007
Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644
Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M.
171
1999
A method for simulating stable random variables. Zbl 0341.65003
Chambers, J. M.; Mallows, C. L.; Stuck, B. W.
171
1976
Calibration estimators in survey sampling. Zbl 0760.62010
Deville, Jean-Claude; Särndal, Carl-Erik
169
1992
A multiple comparison procedure for comparing several treatments with a control. Zbl 0066.12603
Dunnett, Charles W.
167
1955
On Bayesian modeling of fat tails and skewness. Zbl 0910.62024
Fernández, Carmen; Steel, Mark F. J.
166
1998
The estimation of the mean squared error of small-area estimators. Zbl 0719.62064
Prasad, N. G. N.; Rao, J. N. K.
166
1990
On profile likelihood. Zbl 0995.62033
Murphy, S. A.; van der Vaart, A. W.
165
2000
Mixtures of \(g\) priors for Bayesian variable selection. Zbl 1335.62026
Liang, Feng; Paulo, Rui; Molina, German; Clyde, Merlise A.; Berger, Jim O.
165
2008
Bayesian variable selection in linear regression. Zbl 0673.62051
Mitchell, T. J.; Beauchamp, J. J.
165
1988
Convexity, classification, and risk bounds. Zbl 1118.62330
Bartlett, Peter L.; Jordan, Michael I.; Mcauliffe, Jon D.
165
2006
Local linear quantile regression. Zbl 0906.62038
Yu, Keming; Jones, M. C.
163
1998
Maximum likelihood algorithms for generalized linear mixed models. Zbl 0889.62061
McCulloch, Charles E.
163
1997
Estimation of parameters and large quantiles based on the k largest observations. Zbl 0397.62034
Weissman, Ishay
163
1978
The Monte Carlo method. Zbl 0033.28807
Metropolis, Nicholas; Ulam, S.
163
1949
Measures of association for cross classifications. Zbl 0056.12801
Goodman, Leo A.; Kruskal, William H.
163
1954
Sequential Monte Carlo methods for dynamic systems. Zbl 1064.65500
Liu, Jun S.; Chen, Rong
162
1998
Frequentist model average estimators. Zbl 1047.62003
Hjort, Nils Lid; Claeskens, Gerda
160
2003
Statistics and causal inference (with discussion). Zbl 0607.62001
Holland, Paul W.
160
1986
Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052
Cai, Zongwu; Fan, Jianqing; Li, Runze
159
2000
A test of goodness of fit. Zbl 0059.13302
Anderson, T. W.; Darling, D. A.
159
1954
Families of multivariate distributions. Zbl 0683.62029
Marshall, Albert W.; Olkin, Ingram
158
1988
On consistency and sparsity for principal components analysis in high dimensions. Zbl 1388.62174
Johnstone, Iain M.; Lu, Arthur Yu
156
2009
Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195
Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing
155
2011
Hierarchical Dirichlet processes. Zbl 1171.62349
Teh, Yee Whye; Jordan, Michael I.; Beal, Matthew J.; Blei, David M.
154
2006
The selection of prior distributions by formal rules. Zbl 0884.62007
Kass, Robert E.; Wasserman, Larry
152
1996
Linear model selection by cross-validation. Zbl 0773.62051
Shao, Jun
149
1993
A Monte Carlo evaluation of some ridge-type estimators. Zbl 0319.62049
McDonald, Gary C.; Galarneau, Diane I.
148
1975
A hierarchical max-infinitely divisible spatial model for extreme precipitation. Zbl 1457.62368
Bopp, Gregory P.; Shaby, Benjamin A.; Huser, Raphaël
3
2021
Rare feature selection in high dimensions. Zbl 1464.62334
Yan, Xiaohan; Bien, Jacob
3
2021
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity. Zbl 1457.62340
Cui, Yifan; Tchetgen Tchetgen, Eric
2
2021
Machine intelligence for individualized decision making under a counterfactual world: a rejoinder. Zbl 1457.62339
Cui, Yifan; Tchetgen Tchetgen, Eric
2
2021
Global and simultaneous hypothesis testing for high-dimensional logistic regression models. Zbl 1464.62306
Ma, Rong; Tony Cai, T.; Li, Hongzhe
1
2021
Graphical models for processing missing data. Zbl 1464.62314
Mohan, Karthika; Pearl, Judea
1
2021
A multi-resolution theory for approximating infinite-\(p\)-zero-\(n\): transitional inference, individualized predictions, and a world without bias-variance tradeoff. Zbl 1457.62354
Li, Xinran; Meng, Xiao-Li
1
2021
Toward optimal fingerprinting in detection and attribution of changes in climate extremes. Zbl 1457.62149
Wang, Zhuo; Jiang, Yujing; Wan, Hui; Yan, Jun; Zhang, Xuebin
1
2021
Integrating multidimensional data for clustering analysis with applications to cancer patient data. Zbl 1457.62358
Park, Seyoung; Xu, Hao; Zhao, Hongyu
1
2021
Triplet matching for estimating causal effects with three treatment arms: a comparative study of mortality by trauma center level. Zbl 1457.62056
Nattino, Giovanni; Lu, Bo; Shi, Junxin; Lemeshow, Stanley; Xiang, Henry
1
2021
Incorporating animal movement into distance sampling. Zbl 1457.62045
Glennie, R.; Buckland, S. T.; Langrock, R.; Gerrodette, T.; Ballance, L. T.; Chivers, S. J.; Scott, M. D.
1
2021
Modeling and regionalization of China’s \(\mathrm{PM}_{2.5}\) using spatial-functional mixture models. Zbl 1457.62370
Liang, Decai; Zhang, Haozhe; Chang, Xiaohui; Huang, Hui
1
2021
Brain regions identified as being associated with verbal reasoning through the use of imaging regression via internal variation. Zbl 1457.62342
Feng, Long; Bi, Xuan; Zhang, Heping
1
2021
Comment: “Individualized treatment rules under endogeneity”. Zbl 1457.62345
Han, Sukjin
1
2021
Rejoinder to: “Optimal individualized decision rules using instrumental variable methods”. Zbl 1457.62359
Qiu, Hongxiang; Carone, Marco; Sadikova, Ekaterina; Petukhova, Maria; Kessler, Ronald C.; Luedtke, Alex
1
2021
Selecting and ranking individualized treatment rules with unmeasured confounding. Zbl 1457.62367
Zhang, Bo; Weiss, Jordan; Small, Dylan S.; Zhao, Qingyuan
1
2021
Stochastic gradient Markov chain Monte Carlo. Zbl 1457.62024
Nemeth, Christopher; Fearnhead, Paul
1
2021
Bayesian joint modeling of multiple brain functional networks. Zbl 1464.62460
Lukemire, Joshua; Kundu, Suprateek; Pagnoni, Giuseppe; Guo, Ying
1
2021
Modeling multiple time-varying related groups: a dynamic hierarchical Bayesian approach with an application to the health and retirement study. Zbl 1464.62430
Das, Kiranmoy; Ghosh, Pulak; Daniels, Michael J.
1
2021
Causal inference with interference and noncompliance in two-stage randomized experiments. Zbl 1464.62208
Imai, Kosuke; Jiang, Zhichao; Malani, Anup
1
2021
Covariate regularized community detection in sparse graphs. Zbl 1464.62333
Yan, Bowei; Sarkar, Purnamrita
1
2021
Parametric modeling of quantile regression coefficient functions with longitudinal data. Zbl 1464.62260
Frumento, Paolo; Bottai, Matteo; Fernández-Val, Iván
1
2021
Intrinsic wavelet regression for curves of Hermitian positive definite matrices. Zbl 1464.62377
Chau, Joris; von Sachs, Rainer
1
2021
On the length of post-model-selection confidence intervals conditional on polyhedral constraints. Zbl 1464.62244
Kivaranovic, Danijel; Leeb, Hannes
1
2021
Identification and estimation of treatment and interference effects in observational studies on networks. Zbl 1464.62207
Forastiere, Laura; Airoldi, Edoardo M.; Mealli, Fabrizia
1
2021
Predictive inference for locally stationary time series with an application to climate data. Zbl 1464.62379
Das, Srinjoy; Politis, Dimitris N.
1
2021
Adaptive Huber regression. Zbl 1437.62250
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing
16
2020
A simple two-sample test in high dimensions based on \(L^2\)-norm. Zbl 1445.62123
Zhang, Jin-Ting; Guo, Jia; Zhou, Bu; Cheng, Ming-Yen
10
2020
Estimating dynamic treatment regimes in mobile health using V-learning. Zbl 1445.62279
Luckett, Daniel J.; Laber, Eric B.; Kahkoska, Anna R.; Maahs, David M.; Mayer-Davis, Elizabeth; Kosorok, Michael R.
8
2020
Local likelihood estimation of complex tail dependence structures, applied to U.S. precipitation extremes. Zbl 1441.62118
Castro-Camilo, Daniela; Huser, Raphaël
7
2020
From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation. Zbl 1437.62351
Rosset, Saharon; Tibshirani, Ryan J.
7
2020
From distance correlation to multiscale graph correlation. Zbl 1437.62210
Shen, Cencheng; Priebe, Carey E.; Vogelstein, Joshua T.
7
2020
Ball covariance: a generic measure of dependence in Banach space. Zbl 1437.62287
Pan, Wenliang; Wang, Xueqin; Zhang, Heping; Zhu, Hongtu; Zhu, Jin
7
2020
RANK: large-scale inference with graphical nonlinear knockoffs. Zbl 1437.62699
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi
7
2020
Predicting clinical outcomes in glioblastoma: an application of topological and functional data analysis. Zbl 1441.62316
Crawford, Lorin; Monod, Anthea; Chen, Andrew X.; Mukherjee, Sayan; Rabadán, Raúl
6
2020
Penalized and constrained optimization: an application to high-dimensional website advertising. Zbl 1437.62687
James, Gareth M.; Paulson, Courtney; Rusmevichientong, Paat
6
2020
A randomized exchange algorithm for computing optimal approximate designs of experiments. Zbl 1437.62299
Harman, Radoslav; Filová, Lenka; Richtárik, Peter
6
2020
Variational inference for stochastic block models from sampled data. Zbl 1437.62072
Tabouy, Timothée; Barbillon, Pierre; Chiquet, Julien
6
2020
Informed proposals for local MCMC in discrete spaces. Zbl 1445.60053
Zanella, Giacomo
6
2020
Long-range dependent curve time series. Zbl 1445.62231
Li, Degui; Robinson, Peter M.; Shang, Han Lin
6
2020
Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. Zbl 1445.62286
Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng
5
2020
Smoothing with couplings of conditional particle filters. Zbl 1445.62245
Jacob, Pierre E.; Lindsten, Fredrik; Schön, Thomas B.
5
2020
On optimal tests for rotational symmetry against new classes of hyperspherical distributions. Zbl 1452.62362
García-Portugués, Eduardo; Paindaveine, Davy; Verdebout, Thomas
5
2020
On degrees of freedom of projection estimators with applications to multivariate nonparametric regression. Zbl 1437.62138
Chen, Xi; Lin, Qihang; Sen, Bodhisattva
4
2020
Bayesian repulsive Gaussian mixture model. Zbl 1437.62242
Xie, Fangzheng; Xu, Yanxun
4
2020
Simultaneous estimation and variable selection for interval-censored data with broken adaptive ridge regression. Zbl 1437.62283
Zhao, Hui; Wu, Qiwei; Li, Gang; Sun, Jianguo
4
2020
Matched learning for optimizing individualized treatment strategies using electronic health records. Zbl 1437.62660
Wu, Peng; Zeng, Donglin; Wang, Yuanjia
4
2020
Cauchy combination test: a powerful test with analytic \(p\)-value calculation under arbitrary dependency structures. Zbl 1437.62163
Liu, Yaowu; Xie, Jun
4
2020
Debiased inference on treatment effect in a high-dimensional model. Zbl 1439.62170
Wang, Jingshen; He, Xuming; Xu, Gongjun
4
2020
Prediction, estimation, and attribution. Zbl 1445.62327
Efron, Bradley
4
2020
Regression analysis of doubly truncated data. Zbl 1445.62063
Ying, Zhiliang; Yu, Wen; Zhao, Ziqiang; Zheng, Ming
4
2020
A generalized Gaussian process model for computer experiments with binary time series. Zbl 1445.62242
Sung, Chih-Li; Hung, Ying; Rittase, William; Zhu, Cheng; Jeff Wu, C. F.
4
2020
Structured latent factor analysis for large-scale data: identifiability, estimability, and their implications. Zbl 1452.62407
Chen, Yunxiao; Li, Xiaoou; Zhang, Siliang
4
2020
Deep knockoffs. Zbl 1452.62710
Romano, Yaniv; Sesia, Matteo; Candès, Emmanuel
4
2020
A likelihood ratio approach to sequential change point detection for a general class of parameters. Zbl 1441.62212
Dette, Holger; Gösmann, Josua
3
2020
D-CCA: a decomposition-based canonical correlation analysis for high-dimensional datasets. Zbl 1437.62211
Shu, Hai; Wang, Xiao; Zhu, Hongtu
3
2020
L2RM: low-rank linear regression models for high-dimensional matrix responses. Zbl 1437.62357
Kong, Dehan; An, Baiguo; Zhang, Jingwen; Zhu, Hongtu
3
2020
A Bayesian general linear modeling approach to cortical surface fMRI data analysis. Zbl 1445.62283
Mejia, Amanda F.; Yue, Yu (Ryan); Bolin, David; Lindgren, Finn; Lindquist, Martin A.
3
2020
Hierarchical space-time modeling of asymptotically independent exceedances with an application to precipitation data. Zbl 1445.62250
Bacro, Jean-Noël; Gaetan, Carlo; Opitz, Thomas; Toulemonde, Gwladys
3
2020
Nonparametric estimation of copula regression models with discrete outcomes. Zbl 1445.62062
Yang, Lu; Frees, Edward W.; Zhang, Zhengjun
3
2020
Category-adaptive variable screening for ultra-high dimensional heterogeneous categorical data. Zbl 1445.62020
Xie, Jinhan; Lin, Yuanyuan; Yan, Xiaodong; Tang, Niansheng
3
2020
Ensemble Kalman methods for high-dimensional hierarchical dynamic space-time models. Zbl 1445.62246
Katzfuss, Matthias; Stroud, Jonathan R.; Wikle, Christopher K.
3
2020
On prediction properties of kriging: uniform error bounds and robustness. Zbl 1445.62254
Wang, Wenjia; Tuo, Rui; Jeff Wu, C. F.
3
2020
Expected conditional characteristic function-based measures for testing independence. Zbl 1445.62091
Ke, Chenlu; Yin, Xiangrong
3
2020
Statistical inference for average treatment effects estimated by synthetic control methods. Zbl 1453.62330
Li, Kathleen T.
3
2020
Distance-based analysis of ordinal data and ordinal time series. Zbl 1441.62243
Weiß, Christian H.
2
2020
Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145
Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert
2
2020
Bayesian model search for nonstationary periodic time series. Zbl 1441.62245
Hadj-Amar, Beniamino; Rand, Bärbel Finkenstädt; Fiecas, Mark; Lévi, Francis; Huckstepp, Robert
2
2020
Model-free forward screening via cumulative divergence. Zbl 1441.62185
Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze
2
2020
Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190
Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng
2
2020
Studentized sensitivity analysis for the sample average treatment effect in paired observational studies. Zbl 1441.62069
Fogarty, Colin B.
2
2020
Estimating optimal dynamic treatment regimes with survival outcomes. Zbl 1441.62494
Simoneau, Gabrielle; Moodie, Erica E. M.; Nijjar, Jagtar S.; Platt, Robert W.; the Scottish Early Rheumatoid Arthritis Inception Cohort Investigators
2
2020
Demand models with random partitions. Zbl 1437.62688
Smith, Adam N.; Allenby, Greg M.
2
2020
Hierarchical normalized completely random measures to cluster grouped data. Zbl 1437.62224
Argiento, Raffaele; Cremaschi, Andrea; Vannucci, Marina
2
2020
Estimation and inference for generalized geoadditive models. Zbl 1445.62112
Yu, Shan; Wang, Guannan; Wang, Li; Liu, Chenhui; Yang, Lijian
2
2020
Constrained factor models for high-dimensional matrix-variate time series. Zbl 1445.62143
Chen, Elynn Y.; Tsay, Ruey S.; Chen, Rong
2
2020
Copula link-based additive models for right-censored event time data. Zbl 1445.62255
Marra, Giampiero; Radice, Rosalba
2
2020
Multiresolution functional ANOVA for large-scale, many-input computer experiments. Zbl 1445.62189
Sung, Chih-Li; Wang, Wenjia; Plumlee, Matthew; Haaland, Benjamin
2
2020
Additive functional regression for densities as responses. Zbl 1445.62335
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U.
2
2020
Testing the predictability of U.S. housing price index returns based on an IVX-AR model. Zbl 1452.62967
Yang, Bingduo; Long, Wei; Peng, Liang; Cai, Zongwu
2
2020
Bayesian hierarchical models with conjugate full-conditional distributions for dependent data from the natural exponential family. Zbl 1453.62411
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K.
2
2020
Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476
Lu, Junwei; Kolar, Mladen; Liu, Han
2
2020
ICeD-t provides accurate estimates of immune cell abundance in tumor samples by allowing for aberrant gene expression patterns. Zbl 1441.62534
Wilson, Douglas R.; Jin, Chong; Ibrahim, Joseph G.; Sun, Wei
1
2020
Genetic variant set-based tests using the generalized Berk-Jones statistic with application to a genome-wide association study of breast cancer. Zbl 1441.92005
Sun, Ryan; Lin, Xihong
1
2020
Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles. Zbl 1441.62564
Guan, Yawen; Johnson, Margaret C.; Katzfuss, Matthias; Mannshardt, Elizabeth; Messier, Kyle P.; Reich, Brian J.; Song, Joon J.
1
2020
Panel data analysis via mechanistic models. Zbl 1441.62226
Bretó, Carles; Ionides, Edward L.; King, Aaron A.
1
2020
Feature selection by canonical correlation search in high-dimensional multiresponse models with complex group structures. Zbl 1441.62142
Luo, Shan; Chen, Zehua
1
2020
Simultaneous covariance inference for multimodal integrative analysis. Zbl 1441.62089
Xia, Yin; Li, Lexin; Lockhart, Samuel N.; Jagust, William J.
1
2020
Tests for scale changes based on pairwise differences. Zbl 1441.62223
Gerstenberger, Carina; Vogel, Daniel; Wendler, Martin
1
2020
Principal boundary on Riemannian manifolds. Zbl 1441.62935
Yao, Zhigang; Zhang, Zhenyue
1
2020
Simple local polynomial density estimators. Zbl 1441.62091
Cattaneo, Matias D.; Jansson, Michael; Ma, Xinwei
1
2020
Statistical inference for covariate-adaptive randomization procedures. Zbl 1441.62210
Ma, Wei; Qin, Yichen; Li, Yang; Hu, Feifang
1
2020
Combining multiple observational data sources to estimate causal effects. Zbl 1441.62184
Yang, Shu; Ding, Peng
1
2020
A Bayesian approach to multistate hidden Markov models: application to dementia progression. Zbl 1437.62656
Williams, Jonathan P.; Storlie, Curtis B.; Therneau, Terry M.; Clifford, R. Jack Jr.; Hannig, Jan
1
2020
Quantile function on scalar regression analysis for distributional data. Zbl 1437.62159
Yang, Hojin; Baladandayuthapani, Veerabhadran; Rao, Arvind U. K.; Morris, Jeffrey S.
1
2020
Sensitivity analysis for unmeasured confounding in meta-analyses. Zbl 1437.90151
Mathur, Maya B.; VanderWeele, Tyler J.
1
2020
PUlasso: high-dimensional variable selection with presence-only data. Zbl 1437.62239
Song, Hyebin; Raskutti, Garvesh
1
2020
Testing and estimation of social network dependence with time to event data. Zbl 1445.62122
Su, Lin; Lu, Wenbin; Song, Rui; Huang, Danyang
1
2020
Bayesian optimal design for ordinary differential equation models with application in biological science. Zbl 1445.62202
Overstall, Antony M.; Woods, David C.; Parker, Ben M.
1
2020
Bayesian graphical compositional regression for microbiome data. Zbl 1445.62281
Mao, Jialiang; Chen, Yuhan; Ma, Li
1
2020
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Cited by 48,440 Authors

200 Balakrishnan, Narayanaswamy
151 Zhu, Lixing
128 Hall, Peter Gavin
128 Nadarajah, Saralees
125 Dette, Holger
121 Lian, Heng
99 Fan, Jianqing
92 Zhou, Yong
91 Shen, Pao-Sheng
90 Ghosh, Malay
89 Wang, Qihua
86 Dey, Dipak Kumar
86 Dunson, David Brian
86 Molenberghs, Geert
86 Van Keilegom, Ingrid
86 Walker, Stephen Grahm
86 Zhang, Riquan
84 Sun, Liuquan
83 Cordeiro, Gauss Moutinho
77 Carroll, Raymond James
76 Liang, Hua
74 Lin, Lu
74 Singh, Housila Prasad
72 Hallin, Marc
72 Sun, Jianguo
71 Xue, Liugen
69 Li, Runze
69 Pardo, Leandro
67 Genton, Marc G.
65 Kundu, Debasis
65 Sen, Pranab Kumar
64 Ibrahim, Joseph George
63 Shin, Dongwan
62 Härdle, Wolfgang Karl
62 Park, Byeong Uk
61 González-Manteiga, Wenceslao
60 Yang, Hu
60 Zhu, Zhongyi
59 Lee, Sangyeol
59 Yohai, Víctor Jaime
58 Sutradhar, Brajendra Chandra
58 Tutz, Gerhard E.
57 Bühlmann, Peter
57 Croux, Christophe
57 Gupta, Arjun Kumar
57 Gupta, Ramesh Chandra
57 Tang, Niansheng
56 Li, Qi
56 Müller, Hans-Georg
55 Kubokawa, Tatsuya
55 You, Jinhong
54 Bolfarine, Heleno
54 Chen, Minghui
54 Linton, Oliver Bruce
54 Zhao, Yichuan
53 Marron, James Stephen
53 Müller, Peter
52 Berger, James Orvis
52 Devroye, Luc P. J. A.
52 Lin, Jinguan
52 Vieu, Philippe
51 Boente, Graciela
51 Ghosal, Subhashis
51 He, Xuming
51 Singh, Sarjinder
51 Tian, Guoliang
50 Cai, Tony Tony
50 Gelfand, Alan Enoch
50 Gijbels, Irène
50 Horváth, Lajos
50 Tang, Manlai
50 Xu, Xingzhong
49 Morales, Domingo
49 Mukhopadhyay, Nitis
49 Politis, Dimitris Nicolas
49 Qin, Jing
49 Song, Xinyuan
49 Zhou, Xiao-Hua Andrew
48 Liu, Wei
48 Meintanis, Simos G.
48 Oja, Hannu
48 Ortega, Edwin Moises Marcos
48 Peng, Liang
48 Phillips, Peter Charles Bonest
48 Sankaran, Paduthol Godan
48 Wiens, Douglas P.
47 Cancho, Vicente Garibay
47 Louzada, Francisco
47 Rao, Jonnagadda Nalini Kanth
47 Verbeke, Geert N.
47 Wasserman, Larry Alan
47 Yao, Weixin
46 Czado, Claudia
46 Paindaveine, Davy
45 Li, Gaorong
45 Lu, Wenbin
45 Mammen, Enno
45 Reich, Brian James
45 Rousseeuw, Peter J.
45 Zeng, Donglin
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3,571 Computational Statistics and Data Analysis
3,032 Journal of Statistical Planning and Inference
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406 Bernoulli
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170 Acta Mathematicae Applicatae Sinica. English Series
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99 Statistical Applications in Genetics and Molecular Biology
97 Statistical Analysis and Data Mining
96 International Statistical Review
94 Probability Theory and Related Fields
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90 The Econometrics Journal
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82 Games and Economic Behavior
81 Mathematical Programming. Series A. Series B
77 Advances in Applied Probability
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Cited in 61 Fields

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