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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)
113, No. 523 (2018)
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110, No. 512 (2015)
110, No. 511 (2015)
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106, No. 496 (2011)
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101, No. 473 (2006)
100, No. 472 (2005)
100, No. 471 (2005)
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.
25 Wei, Lee-Jen
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 Cai, Tianxi
13 Cohen, Arthur
13 Delaigle, Aurore
13 Guan, Yongtao
13 Samaniego, Francisco J.
13 Tsay, Ruey S.
13 West, Mike
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 Tian, Lu
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
...and 6,456 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

5,361 Publications have been cited 122,033 times in 59,133 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
941
1958
Bayes factors. Zbl 0846.62028
Kass, Robert E.; Raftery, Adrian E.
924
1995
Sampling-based approaches to calculating marginal densities. Zbl 0702.62020
Gelfand, Alan E.; Smith, Adrian F. M.
854
1990
Approximate inference in generalized linear mixed models. Zbl 0775.62195
Breslow, N. E.; Clayton, D. G.
581
1993
A generalization of sampling without replacement from a finite universe. Zbl 0047.38301
Horvitz, D. G.; Thompson, D. J.
528
1952
Distribution of the estimators for autoregressive time series with a unit root. Zbl 0413.62075
Dickey, David A.; Fuller, Wayne A.
518
1979
The calculation of posterior distributions by data augmentation. Zbl 0619.62029
Tanner, Martin A.; Wong, Wing Hung
502
1987
Least median of squares regression. Zbl 0547.62046
Rousseeuw, Peter J.
483
1984
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
452
1991
Bayesian analysis of binary and polychotomous response data. Zbl 0774.62031
Albert, James H.; Chib, Siddhartha
448
1993
Model-based clustering, discriminant analysis, and density estimation. Zbl 1073.62545
Fraley, Chris; Raftery, Adrian E.
445
2002
A multivariate exponential distribution. Zbl 0147.38106
Marshall, Albert W.; Olkin, Ingram
430
1967
Bayesian density estimation and inference using mixtures. Zbl 0826.62021
Escobar, Michael D.; West, Mike
423
1995
Strictly proper scoring rules, prediction, and estimation. Zbl 1284.62093
Gneiting, Tilmann; Raftery, Adrian E.
413
2007
Estimation of regression coefficients when some regressors are not always observed. Zbl 0815.62043
Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping
398
1994
Adapting to unknown smoothness via wavelet shrinkage. Zbl 0869.62024
Donoho, David L.; Johnstone, Iain M.
389
1995
The influence curve and its role in robust estimation. Zbl 0305.62031
Hampel, Frank R.
381
1974
Accurate approximations for posterior moments and marginal densities. Zbl 0587.62067
Tierney, Luke; Kadane, Joseph B.
368
1986
Generalized partially linear single-index models. Zbl 0890.62053
Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P.
356
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
352
2005
Reaching a consensus. Zbl 0282.92011
DeGroot, Morris H.
340
1974
An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Zbl 0113.34902
Zellner, Arnold
326
1962
The Bayesian Lasso. Zbl 1330.62292
Park, Trevor; Casella, George
326
2008
Robust locally weighted regression and smoothing scatterplots. Zbl 0423.62029
Cleveland, William S.
323
1979
Modeling and forecasting U.S. mortality. (With discussion). Zbl 1351.62186
Lee, Ronald D.; Carter, Lawrence R.
322
1992
Functional data analysis for sparse longitudinal data. Zbl 1117.62451
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
309
2005
Marginal likelihood from the Gibbs output. Zbl 0868.62027
Chib, Siddhartha
305
1995
Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions. Zbl 0639.62020
Self, Steven G.; Liang, Kung-Yee
304
1987
Gibbs sampling methods for stick-breaking priors. Zbl 1014.62006
Ishwaran, Hemant; James, Lancelot F.
303
2001
Randomized response: a survey technique for eliminating evasive answer bias. Zbl 1298.62024
Warner, Stanley L.
300
1965
Maximum likelihood approaches to variance component estimation and to related problems. Zbl 0373.62040
Harville, David A.
268
1977
Bivariate exponential distributions. Zbl 0099.14501
Gumbel, E. J.
268
1960
Forecasting using principal components from a large number of predictors. Zbl 1041.62081
Stock, James H.; Watson, Mark W.
261
2002
Design-adaptive nonparametric regression. Zbl 0850.62354
Fan, Jianqing
252
1992
The distribution of realized exchange rate volatility. Zbl 1015.62107
Andersen, Torben G.; Bollerslev, Tim; Diebold, Francis X.; Labys, Paul
248
2001
Filtering via simulation: Auxiliary particle filters. Zbl 1072.62639
Pitt, Michael K.; Shephard, Neil
248
1999
Nonparametric statistical data modeling. Zbl 0407.62001
Parzen, Emanuel
237
1979
Comparison of discrimination methods for the classification of tumors using gene expression data. Zbl 1073.62576
Dudoit, Sandrine; Fridlyand, Jane; Speed, Terence P.
236
2002
The stationary bootstrap. Zbl 0814.62023
Politis, Dimitris N.; Romano, Joseph P.
235
1994
Distribution of residual autocorrelations in autoregressive-integrated moving average time series models. Zbl 0224.62041
Box, G. E. P.; Pierce, David A.
235
1970
Empirical Bayes analysis of a microarray experiment. Zbl 1073.62511
Efron, Bradley; Tibshirani, Robert; Storey, John D.; Tusher, Virginia
234
2001
Bivariate survival models induced by frailties. Zbl 0677.62094
Oakes, David
232
1989
The intrinsic Bayes factor for model selection and prediction. Zbl 0870.62021
Berger, James O.; Pericchi, Luis R.
231
1996
An effective bandwidth selector for local least squares regression. Zbl 0868.62034
Ruppert, D.; Sheather, S. J.; Wand, M. P.
230
1995
Penalized spline estimation for partially linear single-index models. Zbl 1045.62035
Yu, Yan; Ruppert, David
230
2002
Investigating smooth multiple regression by the method of average derivatives. Zbl 0703.62052
Härdle, Wolfgang; Stoker, Thomas M.
222
1989
Bayesian estimation and prediction using asymmetric loss functions. Zbl 0603.62037
Zellner, Arnold
220
1986
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
219
1985
Statistical inference procedures for bivariate Archimedean copulas. Zbl 0785.62032
Genest, Christian; Rivest, Louis-Paul
218
1993
Markov chain Monte Carlo convergence diagnostics: a comparative review. Zbl 0869.62066
Cowles, Mary Kathryn; Carlin, Bradley P.
216
1996
Probability inequalities for the sum of independent random variables. Zbl 0104.11905
Bennett, George
216
1962
Better bootstrap confidence intervals. Zbl 0622.62039
Efron, Bradley
210
1987
Feature screening via distance correlation learning. Zbl 1443.62184
Li, Runze; Zhong, Wei; Zhu, Liping
209
2012
A constrained \(\ell _{1}\) minimization approach to sparse precision matrix estimation. Zbl 1232.62087
Cai, Tony; Liu, Weidong; Luo, Xi
203
2011
Generalized confidence intervals. Zbl 0785.62029
Weerahandi, Samaradasa
200
1993
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
200
1992
Optimal rates of convergence for deconvolving a density. Zbl 0673.62033
Carroll, Raymond J.; Hall, Peter
200
1988
New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329
Fan, Jianqing; Li, Runze
193
2004
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
192
1996
A predictive approach to model selection. Zbl 0401.62036
Geisser, Seymour; Eddy, William F.
191
1979
Latent space approaches to social network analysis. Zbl 1041.62098
Hoff, Peter D.; Raftery, Adrian E.; Handcock, Mark S.
190
2002
The use of ranks to avoid the assumption of normality implicit in the analysis of variance. JFM 63.1098.02
Friedman, M.
189
1937
Comment on ‘Sliced inverse regression for dimension reduction’. Zbl 1353.62037
Cook, R. Dennis; Weisberg, Sanford
189
1991
Marginal likelihood from the Metropolis-Hastings output. Zbl 1015.62020
Chib, Siddhartha; Jeliazkov, Ivan
187
2001
Functional-coefficient regression models for nonlinear time series. Zbl 0996.62078
Cai, Zongwu; Fan, Jianqing; Yao, Qiwei
187
2000
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
186
1995
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
186
1996
Nonparametric independence screening in sparse ultra-high-dimensional additive models. Zbl 1232.62064
Fan, Jianqing; Feng, Yang; Song, Rui
186
2011
Stein’s estimation rule and its competitors - an empirical Bayes approach. Zbl 0275.62005
Efron, Bradley; Morris, Carl
183
1973
Calibration estimators in survey sampling. Zbl 0760.62010
Deville, Jean-Claude; Särndal, Carl-Erik
182
1992
A method for simulating stable random variables. Zbl 0341.65003
Chambers, J. M.; Mallows, C. L.; Stuck, B. W.
180
1976
On directional regression for dimension reduction. Zbl 1469.62300
Li, Bing; Wang, Shaoli
178
2007
The Monte Carlo method. Zbl 0033.28807
Metropolis, Nicholas; Ulam, S.
177
1949
A test of goodness of fit. Zbl 0059.13302
Anderson, T. W.; Darling, D. A.
177
1954
On Bayesian modeling of fat tails and skewness. Zbl 0910.62024
Fernández, Carmen; Steel, Mark F. J.
177
1998
Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644
Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M.
177
1999
Mixtures of \(g\) priors for Bayesian variable selection. Zbl 1335.62026
Liang, Feng; Paulo, Rui; Molina, German; Clyde, Merlise A.; Berger, Jim O.
176
2008
A Monte Carlo evaluation of some ridge-type estimators. Zbl 0319.62049
McDonald, Gary C.; Galarneau, Diane I.
174
1975
Frequentist model average estimators. Zbl 1047.62003
Hjort, Nils Lid; Claeskens, Gerda
173
2003
Estimation of parameters and large quantiles based on the k largest observations. Zbl 0397.62034
Weissman, Ishay
172
1978
Bayesian variable selection in linear regression. Zbl 0673.62051
Mitchell, T. J.; Beauchamp, J. J.
172
1988
A multiple comparison procedure for comparing several treatments with a control. Zbl 0066.12603
Dunnett, Charles W.
170
1955
The estimation of the mean squared error of small-area estimators. Zbl 0719.62064
Prasad, N. G. N.; Rao, J. N. K.
170
1990
On profile likelihood. Zbl 0995.62033
Murphy, S. A.; van der Vaart, A. W.
170
2000
Local linear quantile regression. Zbl 0906.62038
Yu, Keming; Jones, M. C.
168
1998
Maximum likelihood algorithms for generalized linear mixed models. Zbl 0889.62061
McCulloch, Charles E.
167
1997
Measures of association for cross classifications. Zbl 0056.12801
Goodman, Leo A.; Kruskal, William H.
167
1954
Convexity, classification, and risk bounds. Zbl 1118.62330
Bartlett, Peter L.; Jordan, Michael I.; Mcauliffe, Jon D.
167
2006
Statistics and causal inference (with discussion). Zbl 0607.62001
Holland, Paul W.
166
1986
Sequential Monte Carlo methods for dynamic systems. Zbl 1064.65500
Liu, Jun S.; Chen, Rong
165
1998
Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052
Cai, Zongwu; Fan, Jianqing; Li, Runze
165
2000
Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195
Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing
165
2011
On consistency and sparsity for principal components analysis in high dimensions. Zbl 1388.62174
Johnstone, Iain M.; Lu, Arthur Yu
164
2009
The selection of prior distributions by formal rules. Zbl 0884.62007
Kass, Robert E.; Wasserman, Larry
161
1996
Hierarchical Dirichlet processes. Zbl 1171.62349
Teh, Yee Whye; Jordan, Michael I.; Beal, Matthew J.; Blei, David M.
161
2006
Families of multivariate distributions. Zbl 0683.62029
Marshall, Albert W.; Olkin, Ingram
161
1988
Functional-coefficient autoregressive models. Zbl 0776.62066
Chen, Rong; Tsay, Ruey S.
156
1993
A hierarchical max-infinitely divisible spatial model for extreme precipitation. Zbl 1457.62368
Bopp, Gregory P.; Shaby, Benjamin A.; Huser, Raphaël
4
2021
Bayesian structure learning in multilayered genomic networks. Zbl 1464.62435
Ha, Min Jin; Stingo, Francesco Claudio; Baladandayuthapani, Veerabhadran
4
2021
Rare feature selection in high dimensions. Zbl 1464.62334
Yan, Xiaohan; Bien, Jacob
4
2021
Doubly robust estimation of optimal dosing strategies. Zbl 1457.62372
Schulz, Juliana; Moodie, Erica E. M.
3
2021
Stochastic gradient Markov chain Monte Carlo. Zbl 1457.62024
Nemeth, Christopher; Fearnhead, Paul
3
2021
A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity. Zbl 1457.62340
Cui, Yifan; Tchetgen Tchetgen, Eric
2
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
2
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.
2
2021
Machine intelligence for individualized decision making under a counterfactual world: a rejoinder. Zbl 1457.62339
Cui, Yifan; Tchetgen Tchetgen, Eric
2
2021
Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Zbl 1464.62209
Lee, Kwonsang; Small, Dylan S.; Dominici, Francesca
2
2021
Intrinsic wavelet regression for curves of Hermitian positive definite matrices. Zbl 1464.62377
Chau, Joris; von Sachs, Rainer
2
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
Hierarchical probabilistic forecasting of electricity demand with smart meter data. Zbl 1457.62286
Taieb, Souhaib Ben; Taylor, James W.; Hyndman, Rob J.
1
2021
Reinforced designs: multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools. Zbl 1457.62239
Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R.
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
Statistical inference for online decision making: in a contextual bandit setting. Zbl 1457.62041
Chen, Haoyu; Lu, Wenbin; Song, Rui
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
The effects of stringent and mild interventions for coronavirus pandemic. Zbl 1464.92253
Tian, Ting; Tan, Jianbin; Luo, Wenxiang; Jiang, Yukang; Chen, Minqiong; Yang, Songpan; Wen, Canhong; Pan, Wenliang; Wang, Xueqin
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
A distributed and integrated method of moments for high-dimensional correlated data analysis. Zbl 1464.62437
Hector, Emily C.; Song, Peter X.-K.
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
Privacy-preserving parametric inference: a case for robust statistics. Zbl 1464.62246
Avella-Medina, Marco
1
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
Adaptive Huber regression. Zbl 1437.62250
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing
18
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
13
2020
Long-range dependent curve time series. Zbl 1445.62231
Li, Degui; Robinson, Peter M.; Shang, Han Lin
9
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.
8
2020
From distance correlation to multiscale graph correlation. Zbl 1437.62210
Shen, Cencheng; Priebe, Carey E.; Vogelstein, Joshua T.
8
2020
Ball covariance: a generic measure of dependence in Banach space. Zbl 1437.62287
Pan, Wenliang; Wang, Xueqin; Zhang, Heping; Zhu, Hongtu; Zhu, Jin
8
2020
RANK: large-scale inference with graphical nonlinear knockoffs. Zbl 1437.62699
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi
8
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
Cauchy combination test: a powerful test with analytic \(p\)-value calculation under arbitrary dependency structures. Zbl 1437.62163
Liu, Yaowu; Xie, Jun
7
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
Informed proposals for local MCMC in discrete spaces. Zbl 1445.60053
Zanella, Giacomo
7
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
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
A likelihood ratio approach to sequential change point detection for a general class of parameters. Zbl 1441.62212
Dette, Holger; Gösmann, Josua
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
6
2020
Smoothing with couplings of conditional particle filters. Zbl 1445.62245
Jacob, Pierre E.; Lindsten, Fredrik; Schön, Thomas B.
6
2020
Deep knockoffs. Zbl 1452.62710
Romano, Yaniv; Sesia, Matteo; Candès, Emmanuel
6
2020
On optimal tests for rotational symmetry against new classes of hyperspherical distributions. Zbl 1452.62362
García-Portugués, Eduardo; Paindaveine, Davy; Verdebout, Thomas
6
2020
Bayesian repulsive Gaussian mixture model. Zbl 1437.62242
Xie, Fangzheng; Xu, Yanxun
5
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
5
2020
Simple local polynomial density estimators. Zbl 1441.62091
Cattaneo, Matias D.; Jansson, Michael; Ma, Xinwei
5
2020
Prediction, estimation, and attribution. Zbl 1445.62327
Efron, Bradley
5
2020
Ensemble Kalman methods for high-dimensional hierarchical dynamic space-time models. Zbl 1445.62246
Katzfuss, Matthias; Stroud, Jonathan R.; Wikle, Christopher K.
5
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.
5
2020
Parsimonious model averaging with a diverging number of parameters. Zbl 1445.62047
Zhang, Xinyu; Zou, Guohua; Liang, Hua; Carroll, Raymond J.
5
2020
Structured latent factor analysis for large-scale data: identifiability, estimability, and their implications. Zbl 1452.62407
Chen, Yunxiao; Li, Xiaoou; Zhang, Siliang
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
Matched learning for optimizing individualized treatment strategies using electronic health records. Zbl 1437.62660
Wu, Peng; Zeng, Donglin; Wang, Yuanjia
4
2020
L2RM: low-rank linear regression models for high-dimensional matrix responses. Zbl 1437.62357
Kong, Dehan; An, Baiguo; Zhang, Jingwen; Zhu, Hongtu
4
2020
Debiased inference on treatment effect in a high-dimensional model. Zbl 1439.62170
Wang, Jingshen; He, Xuming; Xu, Gongjun
4
2020
Bayesian model search for nonstationary periodic time series. Zbl 1441.62245
Hadj-Amar, Beniamino; Rand, Bärbel Finkenstädt; Fiecas, Mark; Lévi, Francis; Huckstepp, Robert
4
2020
Estimation and inference for generalized geoadditive models. Zbl 1445.62112
Yu, Shan; Wang, Guannan; Wang, Li; Liu, Chenhui; Yang, Lijian
4
2020
Regression analysis of doubly truncated data. Zbl 1445.62063
Ying, Zhiliang; Yu, Wen; Zhao, Ziqiang; Zheng, Ming
4
2020
On prediction properties of kriging: uniform error bounds and robustness. Zbl 1445.62254
Wang, Wenjia; Tuo, Rui; Jeff Wu, C. F.
4
2020
Expected conditional characteristic function-based measures for testing independence. Zbl 1445.62091
Ke, Chenlu; Yin, Xiangrong
4
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.
4
2020
Quantile function on scalar regression analysis for distributional data. Zbl 1437.62159
Yang, Hojin; Baladandayuthapani, Veerabhadran; Rao, Arvind U. K.; Morris, Jeffrey S.
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
PUlasso: high-dimensional variable selection with presence-only data. Zbl 1437.62239
Song, Hyebin; Raskutti, Garvesh
3
2020
Studentized sensitivity analysis for the sample average treatment effect in paired observational studies. Zbl 1441.62069
Fogarty, Colin B.
3
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
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
Testing and estimation of social network dependence with time to event data. Zbl 1445.62122
Su, Lin; Lu, Wenbin; Song, Rui; Huang, Danyang
3
2020
Nonparametric estimation of copula regression models with discrete outcomes. Zbl 1445.62062
Yang, Lu; Frees, Edward W.; Zhang, Zhengjun
3
2020
An extended Mallows model for ranked data aggregation. Zbl 1445.62040
Li, Han; Xu, Minxuan; Liu, Jun S.; Fan, Xiaodan
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
Constrained factor models for high-dimensional matrix-variate time series. Zbl 1445.62143
Chen, Elynn Y.; Tsay, Ruey S.; Chen, Rong
3
2020
Copula link-based additive models for right-censored event time data. Zbl 1445.62255
Marra, Giampiero; Radice, Rosalba
3
2020
Multiresolution functional ANOVA for large-scale, many-input computer experiments. Zbl 1445.62189
Sung, Chih-Li; Wang, Wenjia; Plumlee, Matthew; Haaland, Benjamin
3
2020
Statistical inference for average treatment effects estimated by synthetic control methods. Zbl 1453.62330
Li, Kathleen T.
3
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
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
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
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
Nonparametric estimation of multivariate mixtures. Zbl 1441.62090
Zheng, Chaowen; Wu, Yichao
2
2020
Bayesian graphical compositional regression for microbiome data. Zbl 1445.62281
Mao, Jialiang; Chen, Yuhan; Ma, Li
2
2020
Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181
Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng
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
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209 Balakrishnan, Narayanaswamy
154 Zhu, Lixing
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101 Fan, Jianqing
94 Shen, Pao-Sheng
93 Ghosh, Malay
92 Zhou, Yong
90 Molenberghs, Geert
90 Wang, Qihua
88 Dunson, David Brian
88 Walker, Stephen Grahm
88 Zhang, Riquan
87 Dey, Dipak Kumar
86 Van Keilegom, Ingrid
85 Sun, Liuquan
84 Cordeiro, Gauss Moutinho
78 Carroll, Raymond James
78 Singh, Housila Prasad
77 Liang, Hua
77 Sun, Jianguo
75 Xue, Liugen
74 Lin, Lu
72 Hallin, Marc
71 Li, Runze
70 Pardo, Leandro
69 Kundu, Debasis
67 Genton, Marc G.
66 Shin, Dongwan
65 Ibrahim, Joseph George
65 Sen, Pranab Kumar
63 Lee, Sangyeol
63 Li, Qi
62 Härdle, Wolfgang Karl
62 Park, Byeong Uk
62 Tang, Niansheng
62 Zhu, Zhongyi
61 González-Manteiga, Wenceslao
61 Yang, Hu
59 Bühlmann, Peter
59 Gupta, Ramesh Chandra
59 Müller, Hans-Georg
59 Tutz, Gerhard E.
59 Yohai, Víctor Jaime
58 Croux, Christophe
58 Sutradhar, Brajendra Chandra
57 Gupta, Arjun Kumar
56 Kubokawa, Tatsuya
56 Singh, Sarjinder
56 You, Jinhong
56 Zhao, Yichuan
55 Müller, Peter
54 Bolfarine, Heleno
54 Chen, Minghui
54 Linton, Oliver Bruce
54 Tang, Manlai
53 Berger, James Orvis
53 He, Xuming
53 Lin, Jinguan
53 Marron, James Stephen
53 Xu, Xingzhong
52 Devroye, Luc P. J. A.
52 Gelfand, Alan Enoch
52 Ghosal, Subhashis
52 Louzada, Francisco
52 Politis, Dimitris Nicolas
52 Tian, Guoliang
52 Vieu, Philippe
51 Boente, Graciela
51 Morales, Domingo
51 Phillips, Peter Charles Bonest
50 Cai, Tony Tony
50 Gijbels, Irène
50 Horváth, Lajos
50 Mukhopadhyay, Nitis
50 Peng, Liang
50 Sankaran, Paduthol Godan
50 Song, Xinyuan
49 Liu, Wei
49 Ortega, Edwin Moises Marcos
49 Qin, Jing
49 Verbeke, Geert N.
49 Yao, Weixin
49 Zhou, Xiao-Hua Andrew
48 Oja, Hannu
48 Wasserman, Larry Alan
48 Wiens, Douglas P.
47 Cancho, Vicente Garibay
47 Rao, Jonnagadda Nalini Kanth
47 Zhu, Liping
46 Czado, Claudia
46 Li, Gaorong
46 Paindaveine, Davy
46 Zeng, Donglin
45 Cui, Hengjian
45 Girard, Stéphane
45 Jones, Michael Chris
45 Liu, Yanyan
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