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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: 909 Publications with 33,468 References.
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Latest Issues

116, No. 534 (2021)
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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)
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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
39 Dunson, David Brian
38 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 Zhu, Hongtu
17 Härdle, Wolfgang Karl
17 Tibshirani, Robert John
16 Fuller, Wayne Arthur
16 He, Xuming
16 Hettmansperger, Thomas P.
16 Liu, Jun S.
16 Randles, Ronald Herman
16 Rider, Paul R.
16 Small, Dylan S.
15 Akritas, Michael G.
15 Dette, Holger
15 Hogg, Robert V.
15 Müller, Peter
15 Sen, Pranab Kumar
14 Cressie, Noel A. C.
14 Gastwirth, Joseph Lewis
14 Kadane, Joseph Born
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 6,441 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)
142 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
118 Computer science (68-XX)
64 Operations research, mathematical programming (90-XX)
52 Geophysics (86-XX)
34 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

5,217 Publications have been cited 107,970 times in 52,500 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
854
1958
Bayes factors. Zbl 0846.62028
Kass, Robert E.; Raftery, Adrian E.
815
1995
Sampling-based approaches to calculating marginal densities. Zbl 0702.62020
Gelfand, Alan E.; Smith, Adrian F. M.
785
1990
Approximate inference in generalized linear mixed models. Zbl 0775.62195
Breslow, N. E.; Clayton, D. G.
549
1993
Distribution of the estimators for autoregressive time series with a unit root. Zbl 0413.62075
Dickey, David A.; Fuller, Wayne A.
478
1979
The calculation of posterior distributions by data augmentation. Zbl 0619.62029
Tanner, Martin A.; Wong, Wing Hung
462
1987
A generalization of sampling without replacement from a finite universe. Zbl 0047.38301
Horvitz, D. G.; Thompson, D. J.
451
1952
Least median of squares regression. Zbl 0547.62046
Rousseeuw, Peter J.
432
1984
Bayesian analysis of binary and polychotomous response data. Zbl 0774.62031
Albert, James H.; Chib, Siddhartha
396
1993
A multivariate exponential distribution. Zbl 0147.38106
Marshall, Albert W.; Olkin, Ingram
392
1967
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
382
1991
Model-based clustering, discriminant analysis, and density estimation. Zbl 1073.62545
Fraley, Chris; Raftery, Adrian E.
381
2002
Bayesian density estimation and inference using mixtures. Zbl 0826.62021
Escobar, Michael D.; West, Mike
378
1995
Adapting to unknown smoothness via wavelet shrinkage. Zbl 0869.62024
Donoho, David L.; Johnstone, Iain M.
359
1995
The influence curve and its role in robust estimation. Zbl 0305.62031
Hampel, Frank R.
356
1974
Estimation of regression coefficients when some regressors are not always observed. Zbl 0815.62043
Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping
342
1994
Accurate approximations for posterior moments and marginal densities. Zbl 0587.62067
Tierney, Luke; Kadane, Joseph B.
330
1986
Strictly proper scoring rules, prediction, and estimation. Zbl 1284.62093
Gneiting, Tilmann; Raftery, Adrian E.
329
2007
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
327
2005
Generalized partially linear single-index models. Zbl 0890.62053
Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P.
319
1997
Robust locally weighted regression and smoothing scatterplots. Zbl 0423.62029
Cleveland, William S.
299
1979
An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Zbl 0113.34902
Zellner, Arnold
295
1962
Modeling and forecasting U.S. mortality. (With discussion). Zbl 1351.62186
Lee, Ronald D.; Carter, Lawrence R.
284
1992
Marginal likelihood from the Gibbs output. Zbl 0868.62027
Chib, Siddhartha
281
1995
Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions. Zbl 0639.62020
Self, Steven G.; Liang, Kung-Yee
275
1987
Gibbs sampling methods for stick-breaking priors. Zbl 1014.62006
Ishwaran, Hemant; James, Lancelot F.
262
2001
Reaching a consensus. Zbl 0282.92011
DeGroot, Morris H.
262
1974
The Bayesian Lasso. Zbl 1330.62292
Park, Trevor; Casella, George
257
2008
Maximum likelihood approaches to variance component estimation and to related problems. Zbl 0373.62040
Harville, David A.
250
1977
Functional data analysis for sparse longitudinal data. Zbl 1117.62451
Yao, Fang; Müller, Hans-Georg; Wang, Jane-Ling
248
2005
Design-adaptive nonparametric regression. Zbl 0850.62354
Fan, Jianqing
236
1992
Bivariate exponential distributions. Zbl 0099.14501
Gumbel, E. J.
231
1960
Forecasting using principal components from a large number of predictors. Zbl 1041.62081
Stock, James H.; Watson, Mark W.
228
2002
Randomized response: a survey technique for eliminating evasive answer bias. Zbl 1298.62024
Warner, Stanley L.
227
1965
Filtering via simulation: Auxiliary particle filters. Zbl 1072.62639
Pitt, Michael K.; Shephard, Neil
224
1999
Comparison of discrimination methods for the classification of tumors using gene expression data. Zbl 1073.62576
Dudoit, Sandrine; Fridlyand, Jane; Speed, Terence P.
224
2002
The distribution of realized exchange rate volatility. Zbl 1015.62107
Andersen, Torben G.; Bollerslev, Tim; Diebold, Francis X.; Labys, Paul
220
2001
The intrinsic Bayes factor for model selection and prediction. Zbl 0870.62021
Berger, James O.; Pericchi, Luis R.
214
1996
Bivariate survival models induced by frailties. Zbl 0677.62094
Oakes, David
213
1989
Empirical Bayes analysis of a microarray experiment. Zbl 1073.62511
Efron, Bradley; Tibshirani, Robert; Storey, John D.; Tusher, Virginia
213
2001
Distribution of residual autocorrelations in autoregressive-integrated moving average time series models. Zbl 0224.62041
Box, G. E. P.; Pierce, David A.
213
1970
The stationary bootstrap. Zbl 0814.62023
Politis, Dimitris N.; Romano, Joseph P.
212
1994
An effective bandwidth selector for local least squares regression. Zbl 0868.62034
Ruppert, D.; Sheather, S. J.; Wand, M. P.
208
1995
Penalized spline estimation for partially linear single-index models. Zbl 1045.62035
Yu, Yan; Ruppert, David
207
2002
Probability inequalities for the sum of independent random variables. Zbl 0104.11905
Bennett, George
207
1962
Nonparametric statistical data modeling. Zbl 0407.62001
Parzen, Emanuel
206
1979
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
202
1985
Investigating smooth multiple regression by the method of average derivatives. Zbl 0703.62052
Härdle, Wolfgang; Stoker, Thomas M.
198
1989
Statistical inference procedures for bivariate Archimedean copulas. Zbl 0785.62032
Genest, Christian; Rivest, Louis-Paul
197
1993
Better bootstrap confidence intervals. Zbl 0622.62039
Efron, Bradley
196
1987
Markov chain Monte Carlo convergence diagnostics: a comparative review. Zbl 0869.62066
Cowles, Mary Kathryn; Carlin, Bradley P.
193
1996
Bayesian estimation and prediction using asymmetric loss functions. Zbl 0603.62037
Zellner, Arnold
188
1986
Optimal rates of convergence for deconvolving a density. Zbl 0673.62033
Carroll, Raymond J.; Hall, Peter
186
1988
New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329
Fan, Jianqing; Li, Runze
177
2004
Generalized confidence intervals. Zbl 0785.62029
Weerahandi, Samaradasa
175
1993
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
174
1992
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
172
1995
A brief survey of bandwidth selection for density estimation. Zbl 0873.62040
Jones, M. C.; Marron, J. S.; Sheather, S. J.
172
1996
Marginal likelihood from the Metropolis-Hastings output. Zbl 1015.62020
Chib, Siddhartha; Jeliazkov, Ivan
170
2001
A constrained \(\ell _{1}\) minimization approach to sparse precision matrix estimation. Zbl 1232.62087
Cai, Tony; Liu, Weidong; Luo, Xi
170
2011
Stein’s estimation rule and its competitors - an empirical Bayes approach. Zbl 0275.62005
Efron, Bradley; Morris, Carl
170
1973
Identification of causal effects using instrumental variables. (With discussion). Zbl 0897.62130
Angrist, Joshua D.; Imbens, Guido W.; Rubin, Donald B.
169
1996
The use of ranks to avoid the assumption of normality implicit in the analysis of variance. JFM 63.1098.02
Friedman, M.
166
1937
Functional-coefficient regression models for nonlinear time series. Zbl 0996.62078
Cai, Zongwu; Fan, Jianqing; Yao, Qiwei
166
2000
A predictive approach to model selection. Zbl 0401.62036
Geisser, Seymour; Eddy, William F.
164
1979
A method for simulating stable random variables. Zbl 0341.65003
Chambers, J. M.; Mallows, C. L.; Stuck, B. W.
163
1976
Maximum likelihood algorithms for generalized linear mixed models. Zbl 0889.62061
McCulloch, Charles E.
160
1997
Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644
Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M.
159
1999
A multiple comparison procedure for comparing several treatments with a control. Zbl 0066.12603
Dunnett, Charles W.
159
1955
Comment on ‘Sliced inverse regression for dimension reduction’. Zbl 1353.62037
Cook, R. Dennis; Weisberg, Sanford
157
1991
On profile likelihood. Zbl 0995.62033
Murphy, S. A.; van der Vaart, A. W.
156
2000
Convexity, classification, and risk bounds. Zbl 1118.62330
Bartlett, Peter L.; Jordan, Michael I.; Mcauliffe, Jon D.
155
2006
Feature screening via distance correlation learning. Zbl 1443.62184
Li, Runze; Zhong, Wei; Zhu, Liping
155
2012
Measures of association for cross classifications. Zbl 0056.12801
Goodman, Leo A.; Kruskal, William H.
154
1954
The estimation of the mean squared error of small-area estimators. Zbl 0719.62064
Prasad, N. G. N.; Rao, J. N. K.
154
1990
Calibration estimators in survey sampling. Zbl 0760.62010
Deville, Jean-Claude; Särndal, Carl-Erik
154
1992
Sequential Monte Carlo methods for dynamic systems. Zbl 1064.65500
Liu, Jun S.; Chen, Rong
153
1998
Statistics and causal inference (with discussion). Zbl 0607.62001
Holland, Paul W.
152
1986
Families of multivariate distributions. Zbl 0683.62029
Marshall, Albert W.; Olkin, Ingram
149
1988
Local linear quantile regression. Zbl 0906.62038
Yu, Keming; Jones, M. C.
149
1998
Estimation of parameters and large quantiles based on the k largest observations. Zbl 0397.62034
Weissman, Ishay
148
1978
On directional regression for dimension reduction. Zbl 05564427
Li, Bing; Wang, Shaoli
148
2007
Mixtures of \(g\) priors for Bayesian variable selection. Zbl 1335.62026
Liang, Feng; Paulo, Rui; Molina, German; Clyde, Merlise A.; Berger, Jim O.
148
2008
Nonparametric independence screening in sparse ultra-high-dimensional additive models. Zbl 1232.62064
Fan, Jianqing; Feng, Yang; Song, Rui
146
2011
Latent space approaches to social network analysis. Zbl 1041.62098
Hoff, Peter D.; Raftery, Adrian E.; Handcock, Mark S.
145
2002
The Monte Carlo method. Zbl 0033.28807
Metropolis, Nicholas; Ulam, S.
145
1949
On Bayesian modeling of fat tails and skewness. Zbl 0910.62024
Fernández, Carmen; Steel, Mark F. J.
144
1998
Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052
Cai, Zongwu; Fan, Jianqing; Li, Runze
144
2000
Frequentist model average estimators. Zbl 1047.62003
Hjort, Nils Lid; Claeskens, Gerda
143
2003
Distribution theory of runs: A Markov chain approach. Zbl 0806.60011
Fu, J. C.; Koutras, M. V.
143
1994
Bayesian variable selection in linear regression. Zbl 0673.62051
Mitchell, T. J.; Beauchamp, J. J.
139
1988
The selection of prior distributions by formal rules. Zbl 0884.62007
Kass, Robert E.; Wasserman, Larry
139
1996
Linear model selection by cross-validation. Zbl 0773.62051
Shao, Jun
139
1993
A test of goodness of fit. Zbl 0059.13302
Anderson, T. W.; Darling, D. A.
138
1954
Nonparametric maximum likelihood estimation of a mixing distribution. Zbl 0391.62029
Laird, Nan
138
1978
On consistency and sparsity for principal components analysis in high dimensions. Zbl 1388.62174
Johnstone, Iain M.; Lu, Arthur Yu
138
2009
Hierarchical Dirichlet processes. Zbl 1171.62349
Teh, Yee Whye; Jordan, Michael I.; Beal, Matthew J.; Blei, David M.
137
2006
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
Rare feature selection in high dimensions. Zbl 1464.62334
Yan, Xiaohan; Bien, Jacob
1
2021
Adaptive Huber regression. Zbl 1437.62250
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing
9
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.
7
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
4
2020
Local likelihood estimation of complex tail dependence structures, applied to U.S. precipitation extremes. Zbl 1441.62118
Castro-Camilo, Daniela; Huser, Raphaël
4
2020
Smoothing with couplings of conditional particle filters. Zbl 1445.62245
Jacob, Pierre E.; Lindsten, Fredrik; Schön, Thomas B.
3
2020
Penalized and constrained optimization: an application to high-dimensional website advertising. Zbl 1437.62687
James, Gareth M.; Paulson, Courtney; Rusmevichientong, Paat
3
2020
Matched learning for optimizing individualized treatment strategies using electronic health records. Zbl 1437.62660
Wu, Peng; Zeng, Donglin; Wang, Yuanjia
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
2
2020
Category-adaptive variable screening for ultra-high dimensional heterogeneous categorical data. Zbl 1445.62020
Xie, Jinhan; Lin, Yuanyuan; Yan, Xiaodong; Tang, Niansheng
2
2020
Expected conditional characteristic function-based measures for testing independence. Zbl 1445.62091
Ke, Chenlu; Yin, Xiangrong
2
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
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
On degrees of freedom of projection estimators with applications to multivariate nonparametric regression. Zbl 1437.62138
Chen, Xi; Lin, Qihang; Sen, Bodhisattva
2
2020
D-CCA: a decomposition-based canonical correlation analysis for high-dimensional datasets. Zbl 1437.62211
Shu, Hai; Wang, Xiao; Zhu, Hongtu
2
2020
Ball covariance: a generic measure of dependence in Banach space. Zbl 1437.62287
Pan, Wenliang; Wang, Xueqin; Zhang, Heping; Zhu, Hongtu; Zhu, Jin
2
2020
RANK: large-scale inference with graphical nonlinear knockoffs. Zbl 1437.62699
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi
2
2020
Debiased inference on treatment effect in a high-dimensional model. Zbl 1439.62170
Wang, Jingshen; He, Xuming; Xu, Gongjun
2
2020
A likelihood ratio approach to sequential change point detection for a general class of parameters. Zbl 1441.62212
Dette, Holger; Gösmann, Josua
2
2020
Bayesian graphical compositional regression for microbiome data. Zbl 1445.62281
Mao, Jialiang; Chen, Yuhan; Ma, Li
1
2020
Prediction, estimation, and attribution. Zbl 1445.62327
Efron, Bradley
1
2020
An extended Mallows model for ranked data aggregation. Zbl 1445.62040
Li, Han; Xu, Minxuan; Liu, Jun S.; Fan, Xiaodan
1
2020
Estimation and inference for generalized geoadditive models. Zbl 1445.62112
Yu, Shan; Wang, Guannan; Wang, Li; Liu, Chenhui; Yang, Lijian
1
2020
Regression analysis of doubly truncated data. Zbl 1445.62063
Ying, Zhiliang; Yu, Wen; Zhao, Ziqiang; Zheng, Ming
1
2020
Copula link-based additive models for right-censored event time data. Zbl 1445.62255
Marra, Giampiero; Radice, Rosalba
1
2020
On prediction properties of kriging: uniform error bounds and robustness. Zbl 1445.62254
Wang, Wenjia; Tuo, Rui; Jeff Wu, C. F.
1
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.
1
2020
Long-range dependent curve time series. Zbl 1445.62231
Li, Degui; Robinson, Peter M.; Shang, Han Lin
1
2020
Additive functional regression for densities as responses. Zbl 1445.62335
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U.
1
2020
Structured latent factor analysis for large-scale data: identifiability, estimability, and their implications. Zbl 1452.62407
Chen, Yunxiao; Li, Xiaoou; Zhang, Siliang
1
2020
Fixed effects testing in high-dimensional linear mixed models. Zbl 1452.62491
Bradic, Jelena; Claeskens, Gerda; Gueuning, Thomas
1
2020
Deep knockoffs. Zbl 1452.62710
Romano, Yaniv; Sesia, Matteo; Candès, Emmanuel
1
2020
On optimal tests for rotational symmetry against new classes of hyperspherical distributions. Zbl 1452.62362
García-Portugués, Eduardo; Paindaveine, Davy; Verdebout, Thomas
1
2020
The five trolls under the bridge: principal component analysis with asynchronous and noisy high frequency data. Zbl 1453.62535
Chen, Dachuan; Mykland, Per A.; Zhang, Lan
1
2020
Targeted random projection for prediction from high-dimensional features. Zbl 1453.62515
Mukhopadhyay, Minerva; Dunson, David B.
1
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.
1
2020
Sensitivity analysis for unmeasured confounding in meta-analyses. Zbl 1437.90151
Mathur, Maya B.; VanderWeele, Tyler J.
1
2020
Bayesian repulsive Gaussian mixture model. Zbl 1437.62242
Xie, Fangzheng; Xu, Yanxun
1
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
1
2020
From distance correlation to multiscale graph correlation. Zbl 1437.62210
Shen, Cencheng; Priebe, Carey E.; Vogelstein, Joshua T.
1
2020
Hierarchical normalized completely random measures to cluster grouped data. Zbl 1437.62224
Argiento, Raffaele; Cremaschi, Andrea; Vannucci, Marina
1
2020
PUlasso: high-dimensional variable selection with presence-only data. Zbl 1437.62239
Song, Hyebin; Raskutti, Garvesh
1
2020
A randomized exchange algorithm for computing optimal approximate designs of experiments. Zbl 1437.62299
Harman, Radoslav; Filová, Lenka; Richtárik, Peter
1
2020
Variational inference for stochastic block models from sampled data. Zbl 1437.62072
Tabouy, Timothée; Barbillon, Pierre; Chiquet, Julien
1
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
1
2020
Panel data analysis via mechanistic models. Zbl 1441.62226
Bretó, Carles; Ionides, Edward L.; King, Aaron A.
1
2020
Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145
Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert
1
2020
Bayesian model search for nonstationary periodic time series. Zbl 1441.62245
Hadj-Amar, Beniamino; Rand, Bärbel Finkenstädt; Fiecas, Mark; Lévi, Francis; Huckstepp, Robert
1
2020
Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190
Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng
1
2020
Studentized sensitivity analysis for the sample average treatment effect in paired observational studies. Zbl 1441.62069
Fogarty, Colin B.
1
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
1
2020
Combining multiple observational data sources to estimate causal effects. Zbl 1441.62184
Yang, Shu; Ding, Peng
1
2020
Information-based optimal subdata selection for big data linear regression. Zbl 07095885
Wang, HaiYing; Yang, Min; Stufken, John
17
2019
Communication-efficient distributed statistical inference. Zbl 1420.62097
Jordan, Michael I.; Lee, Jason D.; Yang, Yun
11
2019
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization. Zbl 1420.62402
Wickramasuriya, Shanika L.; Athanasopoulos, George; Hyndman, Rob J.
11
2019
Constructing priors that penalize the complexity of Gaussian random fields. Zbl 07095889
Fuglstad, Geir-Arne; Simpson, Daniel; Lindgren, Finn; Rue, Håvard
9
2019
Robust Bayesian inference via coarsening. Zbl 1428.62287
Miller, Jeffrey W.; Dunson, David B.
8
2019
Frequentist consistency of variational Bayes. Zbl 1428.62119
Wang, Yixin; Blei, David M.
8
2019
Modeling spatial processes with unknown extremal dependence class. Zbl 07095888
Huser, Raphaël; Wadsworth, Jennifer L.
7
2019
Principal component analysis of high-frequency data. Zbl 07095877
Aït-Sahalia, Yacine; Xiu, Dacheng
6
2019
Speeding up MCMC by efficient data subsampling. Zbl 1420.62121
Quiroz, Matias; Kohn, Robert; Villani, Mattias; Tran, Minh-Ngoc
6
2019
A Mallows-type model averaging estimator for the varying-coefficient partially linear model. Zbl 1420.62303
Zhu, Rong; Wan, Alan T. K.; Zhang, Xinyu; Zou, Guohua
6
2019
Estimation and identification of a varying-coefficient additive model for locally stationary processes. Zbl 1428.62394
Hu, Lixia; Huang, Tao; You, Jinhong
5
2019
Bayesian regularization for graphical models with unequal shrinkage. Zbl 1428.62225
Gan, Lingrui; Narisetty, Naveen N.; Liang, Feng
5
2019
Extremiles: a new perspective on asymmetric least squares. Zbl 1428.62198
Daouia, Abdelaati; Gijbels, Irène; Stupfler, Gilles
5
2019
Confidence sets for phylogenetic trees. Zbl 1462.62693
Willis, Amy
5
2019
Partially linear functional additive models for multivariate functional data. Zbl 07095886
Wong, Raymond K. W.; Li, Yehua; Zhu, Zhengyuan
5
2019
Distance metrics for measuring joint dependence with application to causal inference. Zbl 1428.62337
Chakraborty, Shubhadeep; Zhang, Xianyang
5
2019
Sparse sliced inverse regression via Lasso. Zbl 1428.62320
Lin, Qian; Zhao, Zhigen; Liu, Jun S.
5
2019
Priors for the long run. Zbl 1420.91526
Giannone, Domenico; Lenza, Michele; Primiceri, Giorgio E.
5
2019
Identifying cointegration by eigenanalysis. Zbl 1420.62404
Zhang, Rongmao; Robinson, Peter; Yao, Qiwei
5
2019
Changepoint detection in the presence of outliers. Zbl 07095868
Fearnhead, Paul; Rigaill, Guillem
4
2019
Least ambiguous set-valued classifiers with bounded error levels. Zbl 07095872
Sadinle, Mauricio; Lei, Jing; Wasserman, Larry
4
2019
Farmtest: factor-adjusted robust multiple testing with approximate false discovery control. Zbl 1428.62345
Fan, Jianqing; Ke, Yuan; Sun, Qiang; Zhou, Wen-Xin
4
2019
On sensitivity value of pair-matched observational studies. Zbl 1420.62211
Zhao, Qingyuan
4
2019
A spatial modeling approach for linguistic object data: analyzing dialect sound variations across Great Britain. Zbl 1428.62507
Tavakoli, Shahin; Pigoli, Davide; Aston, John A. D.; Coleman, John S.
3
2019
Sparse minimum discrepancy approach to sufficient dimension reduction with simultaneous variable selection in ultrahigh dimension. Zbl 1428.62237
Qian, Wei; Ding, Shanshan; Cook, R. Dennis
3
2019
Covariate-adjusted tensor classification in high dimensions. Zbl 1428.62291
Pan, Yuqing; Mai, Qing; Zhang, Xin
3
2019
Admissibility in partial conjunction testing. Zbl 07095867
Wang, Jingshu; Owen, Art B.
3
2019
Linear non-Gaussian component analysis via maximum likelihood. Zbl 07095880
Risk, Benjamin B.; Matteson, David S.; Ruppert, David
3
2019
Bayesian probabilistic numerical methods in time-dependent state estimation for industrial hydrocyclone equipment. Zbl 1428.62515
Oates, Chris J.; Cockayne, Jon; Aykroyd, Robert G.; Girolami, Mark
3
2019
Time-varying periodicity in intraday volatility. Zbl 1428.62463
Andersen, Torben G.; Thyrsgaard, Martin; Todorov, Viktor
3
2019
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
3
2019
Statistical inference in a directed network model with covariates. Zbl 1420.62105
Yan, Ting; Jiang, Binyan; Fienberg, Stephen E.; Leng, Chenlei
3
2019
Testing for trends in high-dimensional time series. Zbl 1420.62375
Chen, Likai; Wu, Wei Biao
3
2019
Probabilistic community detection with unknown number of communities. Zbl 1420.62271
Geng, Junxian; Bhattacharya, Anirban; Pati, Debdeep
3
2019
A cautionary tale on instrumental calibration for the treatment of nonignorable unit nonresponse in surveys. Zbl 1420.62045
Lesage, Éric; Haziza, David; D’Haultfœuille, Xavier
3
2019
Spatial homogeneity pursuit of regression coefficients for large datasets. Zbl 1428.62212
Li, Furong; Sang, Huiyan
2
2019
Limits to human life span through extreme value theory. Zbl 1428.62504
Einmahl, Jesson J.; Einmahl, John H. J.; de Haan, Laurens
2
2019
An adapted loss function for censored quantile regression. Zbl 1428.62151
De Backer, Mickaël; Ghouch, Anouar El; Van Keilegom, Ingrid
2
2019
Minimax estimation of the volume of a set under the rolling ball condition. Zbl 1428.62126
Arias-Castro, Ery; Pateiro-López, Beatriz; Rodríguez-Casal, Alberto
2
2019
Invariant causal prediction for sequential data. Zbl 1428.62415
Pfister, Niklas; Bühlmann, Peter; Peters, Jonas
2
2019
On the use of the Lasso for instrumental variables estimation with some invalid instruments. Zbl 1428.62167
Windmeijer, Frank; Farbmacher, Helmut; Davies, Neil; Davey Smith, George
2
2019
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
2
2019
Fresped: frequency-specific change-point detection in epileptic seizure multi-channel EEG data. Zbl 07095864
Schröder, Anna Louise; Ombao, Hernando
2
2019
Functional graphical models. Zbl 07095871
Qiao, Xinghao; Guo, Shaojun; James, Gareth M.
2
2019
Fisher exact scanning for dependency. Zbl 07095874
Ma, Li; Mao, Jialiang
2
2019
Weighted NPMLE for the subdistribution of a competing risk. Zbl 07095875
Bellach, Anna; Kosorok, Michael R.; Rüschendorf, Ludger; Fine, Jason P.
2
2019
Decomposing treatment effect variation. Zbl 1418.62194
Ding, Peng; Feller, Avi; Miratrix, Luke
2
2019
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189 Balakrishnan, Narayanaswamy
147 Zhu, Lixing
125 Hall, Peter Gavin
121 Nadarajah, Saralees
119 Dette, Holger
114 Lian, Heng
95 Fan, Jianqing
88 Zhou, Yong
86 Molenberghs, Geert
85 Ghosh, Malay
85 Shen, Pao-Sheng
83 Dey, Dipak Kumar
81 Wang, Qihua
80 Walker, Stephen Grahm
78 Cordeiro, Gauss Moutinho
78 Van Keilegom, Ingrid
78 Zhang, Riquan
77 Dunson, David Brian
77 Sun, Liuquan
75 Carroll, Raymond James
72 Liang, Hua
71 Hallin, Marc
69 Lin, Lu
67 Sun, Jianguo
65 Xue, Liugen
64 Li, Runze
64 Sen, Pranab Kumar
63 Ibrahim, Joseph George
63 Pardo, Leandro
63 Singh, Housila Prasad
61 Kundu, Debasis
60 Genton, Marc G.
60 González-Manteiga, Wenceslao
60 Härdle, Wolfgang Karl
60 Park, Byeong Uk
58 Shin, Dongwan
58 Zhu, Zhongyi
57 Gupta, Ramesh Chandra
57 Tang, Niansheng
56 Croux, Christophe
56 Gupta, Arjun Kumar
56 Yang, Hu
56 Yohai, Víctor Jaime
55 Sutradhar, Brajendra Chandra
54 Bolfarine, Heleno
54 Lee, Sangyeol
54 Müller, Hans-Georg
54 Tutz, Gerhard E.
54 You, Jinhong
53 Devroye, Luc P. J. A.
53 Kubokawa, Tatsuya
53 Li, Qi
51 Zhao, Yichuan
50 Boente, Graciela
50 Bühlmann, Peter
50 Chen, Minghui
49 Lin, Jinguan
49 Linton, Oliver Bruce
48 Berger, James Orvis
48 Gelfand, Alan Enoch
48 Horváth, Lajos
48 Liu, Wei
48 Mukhopadhyay, Nitis
48 Tian, Guoliang
48 Vieu, Philippe
48 Zhou, Xiao-Hua Andrew
47 Marron, James Stephen
47 Müller, Peter
47 Phillips, Peter Charles Bonest
47 Wiens, Douglas P.
47 Xu, Xingzhong
46 Ghosal, Subhashis
46 He, Xuming
46 Ortega, Edwin Moises Marcos
46 Peng, Liang
46 Politis, Dimitris Nicolas
46 Rao, Jonnagadda Nalini Kanth
46 Verbeke, Geert N.
45 Cai, Tony Tony
45 Cancho, Vicente Garibay
45 Czado, Claudia
45 Meintanis, Simos G.
45 Song, Xinyuan
45 Tang, Manlai
44 Gijbels, Irène
44 Wasserman, Larry Alan
44 Yao, Weixin
44 Zeng, Donglin
43 Oja, Hannu
43 Paindaveine, Davy
43 Rousseeuw, Peter J.
43 Singh, Sarjinder
42 Jones, Michael Chris
42 Kneib, Thomas
42 Li, Gaorong
42 Mammen, Enno
42 Morales, Domingo
41 Koul, Hira Lal
41 Lu, Wenbin
41 Qin, Jing
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