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: 2,580 Publications (since 1991) References Indexed: 378 Publications with 13,754 References. all top 5 Latest Issues 34, No. 1 (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. 7 Dean, Angela M. 7 Dunson, David Brian 7 Jiang, Jiming 7 Lee, Jaeyong 7 Lee, Stephen Man Sing 7 Leng, Chenlei ...and 3,290 more Authors all top 5 Fields 2,520 Statistics (62-XX) 429 Numerical analysis (65-XX) 242 Probability theory and stochastic processes (60-XX) 89 Biology and other natural sciences (92-XX) 55 Combinatorics (05-XX) 30 Computer science (68-XX) 29 Harmonic analysis on Euclidean spaces (42-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) 12 History and biography (01-XX) 12 Geophysics (86-XX) 11 Linear and multilinear algebra; matrix theory (15-XX) 8 General and overarching topics; collections (00-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) 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) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 2,025 Publications have been cited 21,680 times in 15,513 Documents Cited by ▼ Year ▼ A constructive definition of Dirichlet priors. Zbl 0823.62007 Sethuraman, Jayaram 475 1994 Effect of high dimension: by an example of a two sample problem. Zbl 0848.62030 Bai, Zhidong; Saranadasa, Hewa 287 1996 Posterior predictive assessment of model fitness via realized discrepancies. (With discussion). Zbl 0859.62028 Gelman, Andrew; Meng, Xiao-Li; Stern, Hal 268 1996 Approaches for Bayesian variable selection. Zbl 0884.62031 George, Edward I.; McCulloch, Robert E. 260 1997 A selective overview of variable selection in high dimensional feature space. Zbl 1180.62080 Fan, Jianqing; Lv, Jinchi 208 2010 Asymptotics of sample eigenstructure for a large dimensional spiked covariance model. Zbl 1134.62029 Paul, Debashis 204 2007 Spline estimators for the functional linear model. Zbl 1050.62041 Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal 204 2003 An overview of composite likelihood methods. Zbl 05849508 Varin, Cristiano; Reid, Nancy; Firth, David 200 2011 Methodologies in spectral analysis of large dimensional random matrices, a review. (With comments and rejoinder). Zbl 0949.60077 Bai, Z. D. 197 1999 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198 Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 170 2008 Variable selection in quantile regression. Zbl 1166.62012 Wu, Yichao; Liu, Yufeng 141 2009 Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Zbl 0857.62017 Meng, Xiao-Li; Wong, Wing Hung 139 1996 Joint modeling of longitudinal and time-to-event data: an overview. Zbl 1073.62087 Tsiatis, Anastasios A.; Davidian, Marie 137 2004 Polynomial spline estimation and inference for varying coefficient models with longitudinal data. Zbl 1073.62036 Huang, Jianhua Z.; Wu, Colin O.; Zhou, Lan 131 2004 An asymptotic theory for linear model selection. (With discussion). Zbl 1003.62527 Shao, Jun 131 1997 Resampling fewer than \(n\) observations: gains, losses, and remedies for losses. Zbl 0927.62043 Bickel, P. J.; Götze, F.; van Zwet, W. R. 112 1997 Bayesian model assessment in factor analysis. Zbl 1035.62060 Lopes, Hedibert Freitas; West, Mike 111 2004 Likelihood based inference for skew-normal independent linear mixed models. Zbl 1186.62071 Lachos, Victor H.; Ghosh, Pulak; Arellano-Valle, Reinaldo B. 99 2010 Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Zbl 0980.62045 Barnard, John; McCulloch, Robert; Meng, Xiao-Li 99 2000 On generalized fiducial inference. Zbl 1168.62004 Hannig, Jan 98 2009 A split-and-conquer approach for analysis of extraordinarily large data. Zbl 1480.62258 Chen, Xueying; Xie, Min-ge 88 2014 A unified measure of uncercainty of estimated best linear unbiased predictors in small area estimation problems. Zbl 1054.62566 Datta, G. S.; Lahiri, P. 84 2000 ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047 Liu, Chuanhai; Rubin, Donald B. 84 1995 Minimum moment abberation for nonregular designs and supersaturated designs. Zbl 1028.62063 Xu, Hongquan 84 2003 Finite mixture modelling using the skew normal distribution. Zbl 1133.62012 Lin, Tsung I.; Lee, Jack C.; Yen, Shu Y. 83 2007 Generalized resolution and minimum aberration criteria for Plackett-Burman and other nonregular factorial designs. Zbl 0942.62084 Deng, Lih-Yuan; Tang, Boxin 81 1999 Generalized double Pareto shrinkage. Zbl 1259.62061 Armagan, Artin; Dunson, David B.; Lee, Jaeyong 79 2013 Orthogonal arrays for computer experiments, integration and visualization. Zbl 0822.62064 Owen, Art B. 78 1992 Penalized structured additive regression for space-time data: a Bayesian perspective. Zbl 1073.62025 Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 77 2004 Empirical likelihood for generalized linear models. Zbl 0824.62062 Kolaczyk, Eric D. 75 1994 Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056 Wei, Fengrong; Huang, Jian; Li, Hongzhe 69 2011 Intrinsic shape analysis: geodesic PCA for Riemannian manifolds modulo isometric Lie group actions. Zbl 1180.62087 Huckemann, Stephan; Hotz, Thomas; Munk, Axel 68 2010 An instrumental variable approach for identification and estimation with nonignorable nonresponse. Zbl 06431822 Wang, Sheng; Shao, Jun; Kim, Jae Kwang 68 2014 Large sample covariance matrices without independence structures in columns. Zbl 1135.62009 Bai, Zhidong; Zhou, Wang 67 2008 Regression percentiles using asymmetric squared error loss. Zbl 0822.62054 Efron, B. 67 1991 Asymptotics of sliced inverse regression. Zbl 0824.62036 Zhu, Li-Xing; Ng, Kai W. 66 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. 65 2002 A pseudo empirical likelihood approach to the effective use of auxiliary information in complex surveys. Zbl 0930.62005 Chen, Jiahua; Sitter, R. R. 64 1999 Marginal regression models for recurrent and terminal events. Zbl 1005.62084 Ghosh, Debashis; Lin, D. Y. 62 2002 \(M\)-estimation of multivariate linear regression parameters under a convex discrepancy function. Zbl 0820.62048 Bai, Z. D.; Rao, C. Radhakrishna; Wu, Y. 59 1992 Sequential analysis: Some classical problems and new challenges. (With comments and rejoinder). Zbl 1037.62081 Lai, Tze Leung 59 2001 Theory and inference for a class of nonlinear models with application to time series of counts. Zbl 1356.62137 Davis, Richard A.; Liu, Heng 59 2016 Extended BIC for small-\(n\)-large-\(P\) sparse GLM. Zbl 1238.62080 Chen, Jiahua; Chen, Zehua 57 2012 Banding sample autocovariance matrices of stationary processes. Zbl 1176.62083 Wu, Wei Biao; Pourahmadi, Mohsen 57 2009 Envelope models for parsimonious and efficient multivariate linear regression. Zbl 1259.62059 Cook, R. Dennis; Li, Bing; Chiaromonte, Francesca 57 2010 Can SIR be as popular as multiple linear regression? Zbl 0897.62069 Chen, Chun-Houh; Li, Ker-Chau 56 1998 Estimation and variable selection for semiparametric additive partial linear models. Zbl 1223.62020 Liu, Xiang; Wang, Li; Liang, Hua 56 2011 Plaid models for gene expression data. Zbl 1004.62084 Lazzeroni, Laura; Owen, Art 56 2002 Distribution theory of runs and patterns associated with a sequence of multi-state trials. Zbl 0857.60068 Fu, James C. 55 1996 \(E(s^2)\)-optimal supersaturated designs. Zbl 1067.62560 Cheng, Ching-Shui 54 1997 Cross-validated local linear nonparametric regression. Zbl 1045.62033 Li, Qi; Racine, Jeff 53 2004 Additive coefficient modeling via polynomial spline. Zbl 1109.62030 Xue, Lan; Yang, Lijian 52 2006 Split selection methods for classification trees. Zbl 1067.62545 Loh, Wei-Yih; Shih, Yu-Shan 52 1997 Oracle model selection for nonlinear models based on weighted composite quantile regression. Zbl 1253.62025 Jiang, Xuejun; Jiang, Jiancheng; Song, Xinyuan 52 2012 Inference for normal mixtures in mean and variance. Zbl 1135.62018 Chen, Jiahua; Tan, Xianming; Zhang, Runchu 51 2008 Nonconcave penalized M-estimation with a diverging number of parameters. Zbl 1206.62036 Li, Gaorong; Peng, Heng; Zhu, Lixing 51 2011 A penalized maximum likelihood estimate of \(f(0+)\) when \(f\) is non- increasing. Zbl 0822.62020 Woodroofe, Michael; Sun, Jiayang 51 1993 On the choice of \(m\) in the \(m\) out of \(n\) bootstrap and confidence bounds for extrema. Zbl 05361940 Bickel, Peter J.; Sakov, Anat 51 2008 A note on the Lasso and related procedures in model selection. Zbl 1109.62056 Leng, Chenlei; Lin, Yi; Wahba, Grace 50 2006 A hidden projection property of Plackett-Burman and related designs. Zbl 0824.62074 Wang, J. C.; Wu, C. F. Jeff 50 1995 Checking the adequacy of a partial linear model. Zbl 1028.62032 Zhu, Li-Xing; Ng, Kai W. 50 2003 A skew-symmetric representation of multivariate distributions. Zbl 1060.62059 Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G. 50 2004 Quantile tomography: using quantiles with multivariate data. Zbl 1359.62175 Kong, Linglong; Mizera, Ivan 50 2012 On the estimation and testing of functional-coefficient linear models. Zbl 0958.62040 Xia, Yingcun; Li, W. K. 49 1999 Estimation of the mean function of point processes based on panel count data. Zbl 0824.62081 Sun, J.; Kalbfleisch, J. D. 49 1995 On the minimax optimality of block thresholded wavelet estimators. Zbl 0915.62028 Hall, Peter; Kerkyacharian, Gérard; Picard, Dominique 49 1999 Smoothed functional inverse regression. Zbl 1086.62054 Ferré, Louis; Yao, Anne-Françoise 49 2005 A general minimum lower-order confounding criterion for two-level regular designs. Zbl 1255.62223 Zhang, Runchu; Li, Peng; Zhao, Shengli; Ai, Mingyao 49 2008 Regression trees with unbiased variable selection and interaction detection. Zbl 0998.62042 Loh, Wei-Yin 47 2002 Quantile regression estimates for a class of linear and partially linear errors-in-variables models. Zbl 0970.62043 He, Xuming; Liang, Hua 45 2000 Functional and longitudinal data analysis: perspectives on smoothing. Zbl 1073.62033 Rice, John A. 45 2004 Kernel smoothing on varying coefficient models with longitudinal dependent variable. Zbl 0945.62047 Wu, Colin O.; Chiang, Chin-Tsang 44 2000 Simultaneous confidence bands for nonparametric regression with functional data. Zbl 1225.62052 Degras, David A. 44 2011 Wavelet shrinkage for correlated data and inverse problems: adaptivity results. Zbl 1065.62519 Johnstone, Iain M. 44 1999 The geometrical ergodicity of nonlinear autoregressive models. Zbl 0857.62085 An, H. Z.; Huang, F. C. 44 1996 Adaptive semi-varying coefficient model selection. Zbl 1511.62168 Hu, Qtao; Xia, Yingcun 42 2012 Empirical likelihood for estimating equations with nonignorably missing data. Zbl 1285.62035 Tang, Niansheng; Zhao, Puying; Zhu, Hongtu 42 2014 Orthogonal-maximin Latin hypercube designs. Zbl 1137.62050 Joseph, V. Roshan; Hung, Ying 41 2008 Asymptotics for general multivariate kernel density derivative estimators. Zbl 1214.62039 Chacón, José E.; Duong, Tarn; Wand, M. P. 41 2011 Limit theorems for weakly dependent Hilbert space valued random variables with application to the stationary bootstrap. Zbl 0824.60006 Politis, Dimitris N.; Romano, Joseph P. 41 1994 Functional response models. Zbl 1073.62098 Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 41 2004 Spline estimation of single-index models. Zbl 1166.62023 Wang, Li; Yang, Lijian 41 2009 Partially linear single-index measurement error models. Zbl 1061.62098 Liang, Hua; Wang, Naisyin 41 2005 On segmented multivariate regression. Zbl 1003.62524 Liu, Jian; Wu, Shiying; Zidek, James V. 41 1997 Global behavior of deconvolution kernel estimates. Zbl 0823.62032 Fan, Jianqing 40 1991 An \(F\) test for linear models with functional responses. Zbl 1060.62075 Shen, Qing; Faraway, Julian 40 2004 Minimax estimation of large covariance matrices under \(\ell_1\)-norm. Zbl 1266.62036 Cai, T. Tony; Zhou, Harrison H. 40 2012 Ignorance and uncertainty regions as inferential tools in a sensitivity analysis. Zbl 1108.62005 Vansteelandt, Stijn; Goetghebeur, Els; Kenward, Michael G.; Molenberghs, Geert 39 2006 Replicated microarray data. Zbl 1004.62086 Lönnstedt, Ingrid; Speed, Terry 39 2002 Consistent variable selection in additive models. Zbl 1166.62024 Xue, Lan 39 2009 Polynomial spline confidence bands for regression curves. Zbl 1225.62055 Wang, Jing; Yang, Lijian 39 2009 Waveshrink with firm shrinkage. Zbl 1067.62529 Gao, Hong-Ye; Bruce, Andrew G. 39 1997 Empirical likelihood for autoregressive models, with applications to unstable time series. Zbl 0998.62075 Chuang, Chin-Shan; Chan, Ngai Hang 39 2002 On block thresholding in wavelet regression: Adaptivity, block size, and threshold level. Zbl 1004.62036 Cai, T. Tony 39 2002 A unified variable selection approach for varying coefficient models. Zbl 1238.62021 Tang, Yanlin; Wang, Huixia Judy; Zhu, Zhongyi; Song, Xinyuan 38 2012 Generalized weighted Chinese restaurant processes for species sampling mixture models. Zbl 1086.62036 Ishwaran, Hemant; James, Lancelot F. 38 2003 Inference for semiparametric models: Some questions and an answer. (With comments). Zbl 0997.62028 Bickel, Peter J.; Kwon, Jaimyoung 37 2001 Empirical likelihood regression analysis for right censored data. Zbl 1017.62093 Li, Gang; Wang, Qi-Hua 37 2003 The doubly regularized support vector machine. Zbl 1126.68070 Wang, Li; Zhu, Ji; Zou, Hui 37 2006 A simple nonnegative boundary correction method for kernel density estimation. Zbl 0859.62037 Jones, M. C.; Foster, P. J. 37 1996 On the consistency of the least squares estimator in models sampled at random times driven by long memory noise: the renewal case. Zbl 07688199 Araya, Héctor; Bahamonde, Natalia; Fermín, Lisandro; Roa, Tania; Torres, Soledad 3 2023 An online projection estimator for nonparametric regression in reproducing kernel Hilbert spaces. Zbl 07688204 Zhang, Tianyu; Simon, Noah 3 2023 Nonparametric maximum likelihood estimation under a likelihood ratio order. Zbl 07763168 Westling, Ted; Downes, Kevin J.; Small, Dylan S. 2 2023 On construction of nonregular two-level factorial designs with maximum generalized resolutions. Zbl 07763169 Shi, Chenlu; Tang, Boxin 2 2023 Detecting multiple change points: the PULSE criterion. 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Zbl 07601234 Liu, Xiaohui; Lu, Wenqi; Lian, Heng; Liu, Yuzi; Zhu, Zhongyi 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 Full-semiparametric-likelihood-based inference for non-ignorable missing data. Zbl 1524.62058 Liu, Yukun; Li, Pengfei; Qin, Jing 1 2022 Sample empirical likelihood and the design-based oracle variable selection theory. Zbl 1524.62057 Zhao, Puying; Haziza, David; Wu, Changbao 1 2022 Sparse composite quantile regression with ultrahigh-dimensional heterogeneous data. Zbl 1524.62189 Qu, Lianqiang; Hao, Meiling; Sun, Liuquan 1 2022 Dimension reduction via adaptive slicing. 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Zbl 1464.62485 Gu, Yuqi; Xu, Gongjun 8 2021 Hypothesis testing in large-scale functional linear regression. Zbl 1470.62108 Xue, Kaijie; Yao, Fang 7 2021 Envelope quantile regression. Zbl 1464.62259 Ding, Shanshan; Su, Zhihua; Zhu, Guangyu; Wang, Lan 6 2021 Robust estimation of the mean and covariance matrix for high dimensional time series. Zbl 1469.62348 Zhang, Danna 6 2021 Estimating large precision matrices via modified Cholesky decomposition. Zbl 1464.62294 Lee, Kyoungjae; Lee, Jaeyong 5 2021 Sequential interaction group selection by the principle of correlation search for high-dimensional interaction models. Zbl 1477.62220 Luo, Shan; Chen, Zehua 5 2021 Network influence analysis. Zbl 1524.62463 Zou, Tao; Luo, Ronghua; Lan, Wei; Tsai, Chih-Ling 5 2021 Longitudinal clustering for heterogeneous binary data. Zbl 1469.62406 Zhu, Xiaolu; Tang, Xiwei; Qu, Annie 4 2021 On the beta prime prior for scale parameters in high-dimensional Bayesian regression models. 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Zbl 1475.62291 van Delft, Anne; Characiejus, Vaidotas; Dette, Holger 3 2021 A projection-based consistent test incorporating dimension-reduction in partially linear models. Zbl 1475.62172 Sun, Zhihua; Chen, Feifei; Liang, Hua; Ruppert, David 3 2021 Envelopes for elliptical multivariate linear regression. Zbl 1464.62342 Forzani, Liliana; Su, Zhihua 2 2021 ...and 1443 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 16,919 Authors 99 Zhu, Lixing 93 Lian, Heng 77 Liu, Min-Qian 74 Dette, Holger 63 Sun, Jianguo 57 Zhou, Yong 55 Tang, Niansheng 54 Zhang, Riquan 50 Bai, Zhi-Dong 50 Dunson, David Brian 50 Lachos Dávila, Víctor Hugo 48 Shen, Pao-Sheng 48 Van Keilegom, Ingrid 47 Li, Runze 46 Sun, Liuquan 45 Zhang, Runchu 44 Walker, Stephen Grahm 43 Wang, Qihua 42 Balakrishnan, Narayanaswamy 41 Cai, Tony Tony 41 Koukouvinos, Christos 41 Liang, Hua 41 Qin, Hong 40 Fan, Jianqing 39 You, Jinhong 39 Zhang, Jun 38 Genton, Marc G. 37 Li, Gaorong 37 Song, Xinyuan 36 Kneib, Thomas 36 Zhu, Zhongyi 35 Zhang, Xinyu 34 Bouzebda, Salim 34 Hall, Peter Gavin 34 Lin, Lu 34 Yue, Rongxian 34 Zhu, Hongtu 33 Lin, Dennis Kon Jin 33 Lin, Tsung I. 33 Xue, Liugen 33 Zhao, Xingqiu 33 Zhu, Liping 32 Cui, Hengjian 32 Lee, Sangyeol 32 Lin, Jinguan 32 Wang, Dehui 31 Xu, Wangli 31 Yang, Lijian 30 Ai, Mingyao 30 Pardo, Leandro 30 Shao, Jun 30 Yang, Hu 29 Fang, Kai-Tai 29 Huang, Zhensheng 29 Müller, Hans-Georg 29 Peng, Liang 29 Wang, Lei 29 Wu, Wei Biao 29 Zhao, Shengli 29 Zhao, Yichuan 28 Chatterjee, Kashinath 28 Ghosh, Malay 28 Huang, Jian 28 Tian, Guoliang 28 Vieu, Philippe 28 Yao, Weixin 28 Zhang, Rongmao 27 Ma, Shuangge 27 Tang, Boxin 27 Zhao, Weihua 27 Zou, Changliang 26 Dey, Dipak Kumar 26 Gijbels, Irène 26 González-Manteiga, Wenceslao 26 Horváth, Lajos 25 Prünster, Igor 25 Xu, Hongquan 24 Hallin, Marc 24 He, Xuming 24 Li, Pengfei 24 Liang, Hanying 24 Ma, Yanyuan 24 Qin, Yongsong 24 Yi, Grace Yun 23 Aoshima, Makoto 23 Guo, Xu 23 Qin, Jing 23 Reich, Brian James 23 Vannucci, Marina 23 Yata, Kazuyoshi 23 Zhang, Jinting 22 Carroll, Raymond James 22 Chesneau, Christophe 22 Paindaveine, Davy 22 Wang, Huixia Judy 22 Wang, Kangning 22 Wang, Zhaojun 22 Yao, Jianfeng 22 Zhang, Qingzhao 22 Zhu, Fukang ...and 16,819 more Authors all top 5 Cited in 514 Journals 1,063 Computational Statistics and Data Analysis 952 Journal of Statistical Planning and Inference 772 Journal of Multivariate Analysis 752 The Annals of Statistics 581 Statistics & Probability Letters 458 Electronic Journal of Statistics 446 Biometrics 378 Communications in Statistics. 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