Statistica Sinica Short Title: Stat. Sin. Publisher: Academia Sinica, Institute of Statistical Science, Taipei ISSN: 1017-0405 Online: https://www3.stat.sinica.edu.tw/statistica/ Comments: Journal; Indexed cover-to-cover Documents Indexed: 2,638 Publications (since 1991) References Indexed: 436 Publications with 16,035 References. all top 5 Latest Issues 34, No. 3 (2024) 34, No. 2 (2024) 34, No. 1 (2024) 34, Spec. Iss. (2024) 33, No. 4 (2023) 33, No. 3 (2023) 33, No. 2 (2023) 33, No. 1 (2023) 33, Spec. Iss. (2023) 32, No. 4 (2022) 32, No. 3 (2022) 32, No. 2 (2022) 32, No. 1 (2022) 32, Spec. Iss. I (2022) 32, Spec. Iss. II (2022) 31, No. 4 (2021) 31, No. 3 (2021) 31, No. 2 (2021) 31, No. 1 (2021) 31, Spec. Iss. 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C. ...and 3,379 more Authors all top 5 Fields 2,578 Statistics (62-XX) 433 Numerical analysis (65-XX) 250 Probability theory and stochastic processes (60-XX) 91 Biology and other natural sciences (92-XX) 59 Combinatorics (05-XX) 32 Harmonic analysis on Euclidean spaces (42-XX) 30 Computer science (68-XX) 29 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 25 Operations research, mathematical programming (90-XX) 25 Information and communication theory, circuits (94-XX) 18 Functional analysis (46-XX) 13 General and overarching topics; collections (00-XX) 12 Geophysics (86-XX) 11 History and biography (01-XX) 11 Linear and multilinear algebra; matrix theory (15-XX) 6 Astronomy and astrophysics (85-XX) 5 Systems theory; control (93-XX) 4 Commutative algebra (13-XX) 3 Integral equations (45-XX) 3 Convex and discrete geometry (52-XX) 2 Special functions (33-XX) 2 Integral transforms, operational calculus (44-XX) 2 Operator theory (47-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 Number theory (11-XX) 1 Field theory and polynomials (12-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Measure and integration (28-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 2,109 Publications have been cited 24,334 times in 17,283 Documents Cited by ▼ Year ▼ A constructive definition of Dirichlet priors. Zbl 0823.62007 Sethuraman, Jayaram 515 1994 Effect of high dimension: by an example of a two sample problem. Zbl 0848.62030 Bai, Zhidong; Saranadasa, Hewa 313 1996 Approaches for Bayesian variable selection. Zbl 0884.62031 George, Edward I.; McCulloch, Robert E. 290 1997 Posterior predictive assessment of model fitness via realized discrepancies. (With discussion). Zbl 0859.62028 Gelman, Andrew; Meng, Xiao-Li; Stern, Hal 287 1996 An overview of composite likelihood methods. Zbl 1534.62022 Varin, Cristiano; Reid, Nancy; Firth, David 257 2011 A selective overview of variable selection in high dimensional feature space. Zbl 1180.62080 Fan, Jianqing; Lv, Jinchi 236 2010 Spline estimators for the functional linear model. Zbl 1050.62041 Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal 220 2003 Asymptotics of sample eigenstructure for a large dimensional spiked covariance model. Zbl 1134.62029 Paul, Debashis 217 2007 Methodologies in spectral analysis of large dimensional random matrices, a review. (With comments and rejoinder). Zbl 0949.60077 Bai, Z. D. 200 1999 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198 Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 192 2008 Joint modeling of longitudinal and time-to-event data: an overview. Zbl 1073.62087 Tsiatis, Anastasios A.; Davidian, Marie 168 2004 Variable selection in quantile regression. Zbl 1166.62012 Wu, Yichao; Liu, Yufeng 166 2009 An asymptotic theory for linear model selection. (With discussion). Zbl 1003.62527 Shao, Jun 156 1997 Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Zbl 0857.62017 Meng, Xiao-Li; Wong, Wing Hung 147 1996 Polynomial spline estimation and inference for varying coefficient models with longitudinal data. Zbl 1073.62036 Huang, Jianhua Z.; Wu, Colin O.; Zhou, Lan 144 2004 Bayesian model assessment in factor analysis. Zbl 1035.62060 Lopes, Hedibert Freitas; West, Mike 124 2004 Resampling fewer than \(n\) observations: gains, losses, and remedies for losses. Zbl 0927.62043 Bickel, P. J.; Götze, F.; van Zwet, W. R. 122 1997 On generalized fiducial inference. Zbl 1168.62004 Hannig, Jan 112 2009 A split-and-conquer approach for analysis of extraordinarily large data. Zbl 1480.62258 Chen, Xueying; Xie, Min-ge 109 2014 Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Zbl 0980.62045 Barnard, John; McCulloch, Robert; Meng, Xiao-Li 108 2000 Likelihood based inference for skew-normal independent linear mixed models. Zbl 1186.62071 Lachos, Victor H.; Ghosh, Pulak; Arellano-Valle, Reinaldo B. 104 2010 Finite mixture modelling using the skew normal distribution. Zbl 1133.62012 Lin, Tsung I.; Lee, Jack C.; Yen, Shu Y. 92 2007 ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047 Liu, Chuanhai; Rubin, Donald B. 89 1995 Minimum moment abberation for nonregular designs and supersaturated designs. Zbl 1028.62063 Xu, Hongquan 88 2003 Generalized resolution and minimum aberration criteria for Plackett-Burman and other nonregular factorial designs. Zbl 0942.62084 Deng, Lih-Yuan; Tang, Boxin 86 1999 A unified measure of uncercainty of estimated best linear unbiased predictors in small area estimation problems. Zbl 1054.62566 Datta, G. S.; Lahiri, P. 86 2000 An instrumental variable approach for identification and estimation with nonignorable nonresponse. Zbl 1534.62039 Wang, Sheng; Shao, Jun; Kim, Jae Kwang 86 2014 Orthogonal arrays for computer experiments, integration and visualization. Zbl 0822.62064 Owen, Art B. 85 1992 Generalized double Pareto shrinkage. Zbl 1259.62061 Armagan, Artin; Dunson, David B.; Lee, Jaeyong 83 2013 Penalized structured additive regression for space-time data: a Bayesian perspective. Zbl 1073.62025 Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 81 2004 Empirical likelihood for generalized linear models. Zbl 0824.62062 Kolaczyk, Eric D. 77 1994 Intrinsic shape analysis: geodesic PCA for Riemannian manifolds modulo isometric Lie group actions. Zbl 1180.62087 Huckemann, Stephan; Hotz, Thomas; Munk, Axel 75 2010 Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056 Wei, Fengrong; Huang, Jian; Li, Hongzhe 74 2011 Large sample covariance matrices without independence structures in columns. Zbl 1135.62009 Bai, Zhidong; Zhou, Wang 73 2008 Envelope models for parsimonious and efficient multivariate linear regression. Zbl 1259.62059 Cook, R. Dennis; Li, Bing; Chiaromonte, Francesca 72 2010 Theory and inference for a class of nonlinear models with application to time series of counts. Zbl 1356.62137 Davis, Richard A.; Liu, Heng 72 2016 Regression percentiles using asymmetric squared error loss. Zbl 0822.62054 Efron, B. 72 1991 Marginal regression models for recurrent and terminal events. Zbl 1005.62084 Ghosh, Debashis; Lin, D. Y. 72 2002 A pseudo empirical likelihood approach to the effective use of auxiliary information in complex surveys. Zbl 0930.62005 Chen, Jiahua; Sitter, R. R. 70 1999 Sequential analysis: Some classical problems and new challenges. (With comments and rejoinder). Zbl 1037.62081 Lai, Tze Leung 69 2001 Asymptotics of sliced inverse regression. Zbl 0824.62036 Zhu, Li-Xing; Ng, Kai W. 69 1995 Statistical methods for identifying differentially expressed genes in replicated cDNA microarray experiments. Zbl 1004.62088 Dudoit, Sandrine; Yang, Yee Hwa; Callow, Matthew J.; Speed, Terence P. 67 2002 Extended BIC for small-\(n\)-large-\(P\) sparse GLM. Zbl 1238.62080 Chen, Jiahua; Chen, Zehua 65 2012 \(M\)-estimation of multivariate linear regression parameters under a convex discrepancy function. Zbl 0820.62048 Bai, Z. D.; Rao, C. 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Zbl 1086.62054 Ferré, Louis; Yao, Anne-Françoise 58 2005 Oracle model selection for nonlinear models based on weighted composite quantile regression. Zbl 1253.62025 Jiang, Xuejun; Jiang, Jiancheng; Song, Xinyuan 58 2012 Plaid models for gene expression data. Zbl 1004.62084 Lazzeroni, Laura; Owen, Art 58 2002 Cross-validated local linear nonparametric regression. Zbl 1045.62033 Li, Qi; Racine, Jeff 58 2004 Split selection methods for classification trees. Zbl 1067.62545 Loh, Wei-Yih; Shih, Yu-Shan 57 1997 Distribution theory of runs and patterns associated with a sequence of multi-state trials. Zbl 0857.60068 Fu, James C. 57 1996 On the choice of \(m\) in the \(m\) out of \(n\) bootstrap and confidence bounds for extrema. Zbl 1534.62057 Bickel, Peter J.; Sakov, Anat 56 2008 A note on the Lasso and related procedures in model selection. Zbl 1109.62056 Leng, Chenlei; Lin, Yi; Wahba, Grace 55 2006 \(E(s^2)\)-optimal supersaturated designs. Zbl 1067.62560 Cheng, Ching-Shui 55 1997 Estimation of the mean function of point processes based on panel count data. Zbl 0824.62081 Sun, J.; Kalbfleisch, J. D. 54 1995 Quantile tomography: using quantiles with multivariate data. Zbl 1359.62175 Kong, Linglong; Mizera, Ivan 53 2012 On the estimation and testing of functional-coefficient linear models. Zbl 0958.62040 Xia, Yingcun; Li, W. K. 53 1999 A hidden projection property of Plackett-Burman and related designs. Zbl 0824.62074 Wang, J. C.; Wu, C. F. Jeff 53 1995 A general minimum lower-order confounding criterion for two-level regular designs. Zbl 1255.62223 Zhang, Runchu; Li, Peng; Zhao, Shengli; Ai, Mingyao 52 2008 A penalized maximum likelihood estimate of \(f(0+)\) when \(f\) is non- increasing. Zbl 0822.62020 Woodroofe, Michael; Sun, Jiayang 52 1993 Multivariate functional principal component analysis: a normalization approach. Zbl 1480.62115 Chiou, Jeng-Min; Chen, Yu-Ting; Yang, Ya-Fang 52 2014 Regression trees with unbiased variable selection and interaction detection. Zbl 0998.62042 Loh, Wei-Yin 51 2002 On the minimax optimality of block thresholded wavelet estimators. Zbl 0915.62028 Hall, Peter; Kerkyacharian, Gérard; Picard, Dominique 50 1999 Checking the adequacy of a partial linear model. Zbl 1028.62032 Zhu, Li-Xing; Ng, Kai W. 50 2003 An \(F\) test for linear models with functional responses. Zbl 1060.62075 Shen, Qing; Faraway, Julian 49 2004 Functional and longitudinal data analysis: perspectives on smoothing. Zbl 1073.62033 Rice, John A. 49 2004 Spline estimation of single-index models. Zbl 1166.62023 Wang, Li; Yang, Lijian 49 2009 Empirical likelihood for estimating equations with nonignorably missing data. Zbl 1285.62035 Tang, Niansheng; Zhao, Puying; Zhu, Hongtu 48 2014 Minimax estimation of large covariance matrices under \(\ell_1\)-norm. Zbl 1266.62036 Cai, T. Tony; Zhou, Harrison H. 47 2012 Quantile regression estimates for a class of linear and partially linear errors-in-variables models. Zbl 0970.62043 He, Xuming; Liang, Hua 47 2000 The geometrical ergodicity of nonlinear autoregressive models. Zbl 0857.62085 An, H. Z.; Huang, F. C. 47 1996 Orthogonal-maximin Latin hypercube designs. Zbl 1137.62050 Joseph, V. Roshan; Hung, Ying 46 2008 Kernel smoothing on varying coefficient models with longitudinal dependent variable. Zbl 0945.62047 Wu, Colin O.; Chiang, Chin-Tsang 46 2000 Functional response models. Zbl 1073.62098 Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 46 2004 The doubly regularized support vector machine. Zbl 1126.68070 Wang, Li; Zhu, Ji; Zou, Hui 45 2006 Polynomial spline confidence bands for regression curves. Zbl 1225.62055 Wang, Jing; Yang, Lijian 45 2009 Wavelet shrinkage for correlated data and inverse problems: adaptivity results. Zbl 1065.62519 Johnstone, Iain M. 45 1999 On segmented multivariate regression. Zbl 1003.62524 Liu, Jian; Wu, Shiying; Zidek, James V. 45 1997 Simultaneous confidence bands for nonparametric regression with functional data. Zbl 1225.62052 Degras, David A. 45 2011 Asymptotics for general multivariate kernel density derivative estimators. Zbl 1214.62039 Chacón, José E.; Duong, Tarn; Wand, M. P. 45 2011 Ignorance and uncertainty regions as inferential tools in a sensitivity analysis. Zbl 1108.62005 Vansteelandt, Stijn; Goetghebeur, Els; Kenward, Michael G.; Molenberghs, Geert 44 2006 Optimal subsampling algorithms for big data regressions. Zbl 1469.62422 Ai, Mingyao; Yu, Jun; Zhang, Huiming; Wang, Haiying 44 2021 Adaptive semi-varying coefficient model selection. Zbl 1511.62168 Hu, Qtao; Xia, Yingcun 44 2012 Bayesian inference from composite likelihoods, with an application to spatial extremes. Zbl 1238.62031 Ribatet, Mathieu; Cooley, Daniel; Davison, Anthony C. 44 2012 Waveshrink with firm shrinkage. 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Zbl 07601229 Vu, Quan; Zammit-Mangion, Andrew; Cressie, Noel 3 2022 Robust inference for partially observed functional response data. Zbl 07601237 Park, Yeonjoo; Chen, Xiaohui; Simpson, Douglas 3 2022 Sparse sliced inverse regression via Cholesky matrix penalization. Zbl 07602348 Nghiem, Linh H.; Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. 3 2022 Sliced independence test. Zbl 07602350 Zhang, Yilin; Chen, Canyi; Zhu, Liping 3 2022 Time series models for realized covariance matrices based on the matrix-F distribution. Zbl 1524.62462 Zhou, Jiayuan; Jiang, Feiyu; Zhu, Ke; Li, Wai Keung 3 2022 Conditional marginal test for high dimensional quantile regression. Zbl 1524.62192 Tang, Yanlin; Wang, Yinfeng; Wang, Huixia Judy; Pan, Qing 3 2022 Dynamic penalized splines for streaming data. Zbl 1524.62196 Xue, Dingchuan; Yao, Fang 2 2022 Multiple improvements of multiple imputation likelihood ratio tests. Zbl 1524.62030 Chan, Kin Wai; Meng, Xiao-Li 2 2022 Full-semiparametric-likelihood-based inference for non-ignorable missing data. Zbl 1524.62058 Liu, Yukun; Li, Pengfei; Qin, Jing 2 2022 Nonparametric covariance estimation for mixed longitudinal studies, with applications in midlife women’s health. Zbl 1524.62262 Zhang, Anru; Chen, Kehui 2 2022 Graph-based two-sample tests for data with repeated observations. Zbl 1524.62272 Zhang, Jingru; Chen, Hao 2 2022 Poisson regression with error corrupted high dimensional features. Zbl 07601227 Jiang, Fei; Ma, Yanyuan 2 2022 Automated estimation of heavy-tailed vector error correction models. Zbl 07601233 Guo, Feifei; Ling, Shiqing; Mi, Zichuan 2 2022 Performance assessment of high-dimensional variable identification. Zbl 1524.62011 Yu, Yanjia; Yang, Yi; Yang, Yuhong 2 2022 Hypothesis testing for block-structured correlation for high-dimensional variables. Zbl 1524.62273 Zheng, Shurong; He, Xuming; Guo, Jianhua 2 2022 Extreme quantile estimation based on the tail single-index model. Zbl 1524.62224 Xu, Wen; Wang, Huixia Judy; Li, Deyuan 2 2022 Communication-efficient distributed linear discriminant analysis for binary classification. Zbl 1524.62297 Li, Mengyu; Zhao, Junlong 1 2022 A spline-based nonparametric analysis for interval-censored bivariate survival data. Zbl 1524.62483 Wu, Yuan; Zhang, Ying; Zhou, Junyi 1 2022 Nonparametric interaction selection. Zbl 1524.62175 Dong, Yushen; Wu, Yichao 1 2022 Order determination for spiked type models. Zbl 1524.62288 Zeng, Yicheng; Zhu, Lixing 1 2022 Maximum \(\mathrm{L}_q\)-likelihood estimation in functional measurement error models. Zbl 1524.62133 Gimenez, Patricia; Guarracino, Lucas; Galea, Manuel 1 2022 Space-time estimation and prediction under fixed-domain asymptotics with compactly supported covariance functions. Zbl 1524.62469 Faouzi, Tarik; Porcu, Emilio; Bevilacqua, Moreno 1 2022 Community detection in sparse networks using the symmetrized Laplacian inverse matrix (SLIM). Zbl 1524.62296 Jing, Bingyi; Li, Ting; Ying, Ningchen; Yu, Xianshi 1 2022 Quantile martingale difference divergence for dimension reduction. Zbl 1524.62182 Lee, Chung Eun; Hilafu, Haileab 1 2022 On stratified density ratio models. Zbl 1524.62353 Li, Moming; Diao, Guoqing 1 2022 A new nonparametric extension of ANOVA via projection mean variance measure. Zbl 1524.62205 Liu, Jicai; Si, Yuefeng; Xu, Wenchao; Zhang, Riquan 1 2022 Sample empirical likelihood and the design-based oracle variable selection theory. Zbl 1524.62057 Zhao, Puying; Haziza, David; Wu, Changbao 1 2022 Double happiness: enhancing the coupled gains of L-lag coupling via control variates. Zbl 07601215 Craiu, Radu V.; Meng, Xiao-Li 1 2022 Estimation for extreme conditional quantiles of functional quantile regression. Zbl 07601216 Zhu, Hanbing; Zhang, Riquan; Li, Yehua; Yao, Weixin 1 2022 Estimation for functional single index models with unknown link functions. Zbl 07601217 Huang, Yunxiang; Wang, Qihua 1 2022 Mallows model averaging estimator for the MIDAS model with almon polynomial weight. Zbl 07601218 Wong, Hsin-Chieh; Tsay, Wen-Jen 1 2022 Nonparametric Bayesian two-level clustering for subject-level single-cell expression data. Zbl 07601219 Wu, Qiuyu; Luo, Xiangyu 1 2022 Semi-standard partial covariance variable selection when irrepresentable conditions fail. Zbl 07601221 Xue, Fei; Qu, Annie 1 2022 A generalized Heckman model with varying sample selection bias and dispersion parameters. Zbl 07601222 Bastos, Fernando de Souza; Barreto-Souza, Wagner; Genton, Marc G. 1 2022 Sparse functional principal component analysis in high dimensions. Zbl 07601223 Hu, Xiaoyu; Yao, Fang 1 2022 Inference for structural breaks in spatial models. Zbl 07601224 Chan, Ngai Hang; Zhang, Rongmao; Yau, Chun Yip 1 2022 Prior knowledge guided ultra-high dimensional variable screening with application to neuroimaging data. Zbl 07601230 He, Jie; Kang, Jian 1 2022 Partially linear additive functional regression. Zbl 07601234 Liu, Xiaohui; Lu, Wenqi; Lian, Heng; Liu, Yuzi; Zhu, Zhongyi 1 2022 That Prasad-Rao is robust: estimation of mean squared prediction error of observed best predictor under potential model misspecification. Zbl 07601235 Liu, Xiaohui; Ma, Haiqiang; Jiang, Jiming 1 2022 ...and 1473 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 18,510 Authors 106 Zhu, Lixing 103 Lian, Heng 85 Liu, Min-Qian 81 Dette, Holger 79 Sun, Jianguo 64 Zhou, Yong 61 Tang, Niansheng 58 Zhang, Riquan 56 Van Keilegom, Ingrid 55 Sun, Liuquan 52 Dunson, David Brian 52 Lachos Dávila, Víctor Hugo 51 Bai, Zhi-Dong 51 Li, Runze 49 Shen, Pao-Sheng 47 Genton, Marc G. 46 Balakrishnan, Narayanaswamy 46 Zhang, Runchu 45 Koukouvinos, Christos 45 Wang, Qihua 44 Liang, Hua 44 Song, Xinyuan 44 Walker, Stephen Grahm 44 You, Jinhong 43 Cai, Tianwen 43 Fan, Jianqing 43 Qin, Hong 43 Zhang, Xinyu 42 Zhu, Hongtu 41 Zhang, Jun 40 Kneib, Thomas 39 Li, Gaorong 38 Bouzebda, Salim 38 Zhao, Xingqiu 37 Lin, Dennis Kon Jin 37 Yue, Rongxian 37 Zhu, Zhongyi 36 Ma, Shuangge 36 Wang, Lei 36 Zhao, Yichuan 35 Lee, Sangyeol 35 Lin, Tsung I. 35 Xue, Liugen 34 Cui, Hengjian 34 Hall, Peter Gavin 34 Huang, Jian 34 Lin, Lu 34 Wang, Dehui 34 Zhu, Liping 33 Lin, Jinguan 32 Ai, Mingyao 32 Chatterjee, Kashinath 32 Müller, Hans-Georg 32 Pardo, Leandro 32 Shao, Jun 32 Yang, Hu 32 Yang, Lijian 32 Zou, Changliang 31 González-Manteiga, Wenceslao 31 Tian, Guoliang 31 Xu, Wangli 31 Yao, Weixin 31 Yi, Grace Yun 31 Zhao, Shengli 30 Horváth, Lajos 30 Ma, Yanyuan 30 Peng, Liang 30 Qin, Jing 30 Wu, Wei Biao 29 Fang, Kai-Tai 29 Huang, Zhensheng 29 Tang, Boxin 29 Vieu, Philippe 28 Dey, Dipak Kumar 28 Ghosh, Malay 28 Gijbels, Irène 28 Li, Pengfei 28 Prünster, Igor 28 Zhang, Rongmao 28 Zhao, Weihua 28 Zhu, Fukang 26 Liang, Hanying 26 Wang, Huixia Judy 26 Wang, Zhaojun 26 Xu, Hongquan 25 Cao, Jiguo 25 Chen, Jiahua 25 Guo, Xu 25 He, Xuming 25 Molenberghs, Geert 25 Qin, Yongsong 25 Reich, Brian James 25 Vannucci, Marina 25 Zhang, Jinting 25 Zhang, Qingzhao 24 Aoshima, Makoto 24 Carroll, Raymond James 24 Hallin, Marc 24 Wong, Wengkee 24 Yata, Kazuyoshi ...and 18,410 more Authors all top 5 Cited in 531 Journals 1,111 Computational Statistics and Data Analysis 982 Journal of Statistical Planning and Inference 802 Journal of Multivariate Analysis 765 The Annals of Statistics 603 Statistics & Probability Letters 554 Biometrics 489 Electronic Journal of Statistics 438 Communications in Statistics. 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