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: 2,556 Publications (since 1991) References Indexed: 354 Publications with 12,842 References. all top 5 Latest Issues 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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G. 8 Reid, Nancy M. 8 Ruppert, David 8 Shen, Xiaotong 8 Tsai, Chihling 8 Wang, Li 8 Welsh, Alan H. 8 Wu, Yichao 8 Yin, Guosheng 8 Yip, Paul Siu Fai 8 Zhang, Chunming 8 Zou, Changliang 7 Brockwell, Peter J. 7 Cai, Tony Tony 7 Chen, Zehua 7 Cook, Ralph Dennis 7 Cressie, Noel A. C. 7 Dean, Angela M. 7 Delaigle, Aurore 7 Dunson, David Brian 7 Lee, Jaeyong 7 Lee, Stephen Man Sing 7 Leng, Chenlei 7 Li, Lexin 7 Lin, Chunfang Devon 7 Lindsay, Bruce G. 7 Liu, Chuanhai ...and 3,267 more Authors all top 5 Fields 2,496 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 1,975 Publications have been cited 20,458 times in 14,731 Documents Cited by ▼ Year ▼ A constructive definition of Dirichlet priors. Zbl 0823.62007Sethuraman, Jayaram 452 1994 Effect of high dimension: by an example of a two sample problem. Zbl 0848.62030Bai, Zhidong; Saranadasa, Hewa 270 1996 Posterior predictive assessment of model fitness via realized discrepancies. (With discussion). Zbl 0859.62028Gelman, Andrew; Meng, Xiao-Li; Stern, Hal 257 1996 Approaches for Bayesian variable selection. Zbl 0884.62031George, Edward I.; McCulloch, Robert E. 241 1997 A selective overview of variable selection in high dimensional feature space. Zbl 1180.62080Fan, Jianqing; Lv, Jinchi 203 2010 Asymptotics of sample eigenstructure for a large dimensional spiked covariance model. Zbl 1134.62029Paul, Debashis 194 2007 Spline estimators for the functional linear model. Zbl 1050.62041Cardot, Hervé; Ferraty, Frédéric; Sarda, Pascal 194 2003 Methodologies in spectral analysis of large dimensional random matrices, a review. (With comments and rejoinder). Zbl 0949.60077Bai, Z. D. 191 1999 An overview of composite likelihood methods. Zbl 05849508Varin, Cristiano; Reid, Nancy; Firth, David 184 2011 Adaptive Lasso for sparse high-dimensional regression models. Zbl 1255.62198Huang, Jian; Ma, Shuangge; Zhang, Cun-Hui 165 2008 Variable selection in quantile regression. Zbl 1166.62012Wu, Yichao; Liu, Yufeng 134 2009 Joint modeling of longitudinal and time-to-event data: an overview. Zbl 1073.62087Tsiatis, Anastasios A.; Davidian, Marie 130 2004 Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Zbl 0857.62017Meng, Xiao-Li; Wong, Wing Hung 130 1996 Polynomial spline estimation and inference for varying coefficient models with longitudinal data. Zbl 1073.62036Huang, Jianhua Z.; Wu, Colin O.; Zhou, Lan 126 2004 An asymptotic theory for linear model selection. (With discussion). Zbl 1003.62527Shao, Jun 119 1997 Resampling fewer than \(n\) observations: gains, losses, and remedies for losses. Zbl 0927.62043Bickel, P. J.; Götze, F.; van Zwet, W. R. 108 1997 Bayesian model assessment in factor analysis. Zbl 1035.62060Lopes, Hedibert Freitas; West, Mike 102 2004 Likelihood based inference for skew-normal independent linear mixed models. Zbl 1186.62071Lachos, Victor H.; Ghosh, Pulak; Arellano-Valle, Reinaldo B. 98 2010 On generalized fiducial inference. Zbl 1168.62004Hannig, Jan 96 2009 Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Zbl 0980.62045Barnard, John; McCulloch, Robert; Meng, Xiao-Li 93 2000 ML estimation of the \(t\) distribution using EM and its extensions, ECM amd ECME. Zbl 0824.62047Liu, Chuanhai; Rubin, Donald B. 83 1995 Finite mixture modelling using the skew normal distribution. Zbl 1133.62012Lin, Tsung I.; Lee, Jack C.; Yen, Shu Y. 81 2007 Minimum moment abberation for nonregular designs and supersaturated designs. Zbl 1028.62063Xu, Hongquan 81 2003 A unified measure of uncercainty of estimated best linear unbiased predictors in small area estimation problems. Zbl 1054.62566Datta, G. S.; Lahiri, P. 80 2000 Generalized resolution and minimum aberration criteria for Plackett-Burman and other nonregular factorial designs. Zbl 0942.62084Deng, Lih-Yuan; Tang, Boxin 80 1999 Empirical likelihood for generalized linear models. Zbl 0824.62062Kolaczyk, Eric D. 75 1994 Orthogonal arrays for computer experiments, integration and visualization. Zbl 0822.62064Owen, Art B. 75 1992 Penalized structured additive regression for space-time data: a Bayesian perspective. Zbl 1073.62025Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan 74 2004 Generalized double Pareto shrinkage. Zbl 1259.62061Armagan, Artin; Dunson, David B.; Lee, Jaeyong 74 2013 A split-and-conquer approach for analysis of extraordinarily large data. Zbl 1480.62258Chen, Xueying; Xie, Min-ge 73 2014 Asymptotics of sliced inverse regression. Zbl 0824.62036Zhu, Li-Xing; Ng, Kai W. 66 1995 Variable selection and estimation in high-dimensional varying-coefficient models. Zbl 1225.62056Wei, Fengrong; Huang, Jian; Li, Hongzhe 64 2011 An instrumental variable approach for identification and estimation with nonignorable nonresponse. Zbl 06431822Wang, Sheng; Shao, Jun; Kim, Jae Kwang 64 2014 Statistical methods for identifying differentially expressed genes in replicated cDNA microarray experiments. Zbl 1004.62088Dudoit, Sandrine; Yang, Yee Hwa; Callow, Matthew J.; Speed, Terence P. 64 2002 Intrinsic shape analysis: geodesic PCA for Riemannian manifolds modulo isometric Lie group actions. Zbl 1180.62087Huckemann, Stephan; Hotz, Thomas; Munk, Axel 63 2010 Regression percentiles using asymmetric squared error loss. Zbl 0822.62054Efron, B. 62 1991 Large sample covariance matrices without independence structures in columns. Zbl 1135.62009Bai, Zhidong; Zhou, Wang 62 2008 Marginal regression models for recurrent and terminal events. Zbl 1005.62084Ghosh, Debashis; Lin, D. Y. 59 2002 A pseudo empirical likelihood approach to the effective use of auxiliary information in complex surveys. Zbl 0930.62005Chen, Jiahua; Sitter, R. R. 59 1999 \(M\)-estimation of multivariate linear regression parameters under a convex discrepancy function. Zbl 0820.62048Bai, Z. D.; Rao, C. Radhakrishna; Wu, Y. 56 1992 Can SIR be as popular as multiple linear regression? Zbl 0897.62069Chen, Chun-Houh; Li, Ker-Chau 55 1998 Distribution theory of runs and patterns associated with a sequence of multi-state trials. Zbl 0857.60068Fu, James C. 54 1996 Plaid models for gene expression data. Zbl 1004.62084Lazzeroni, Laura; Owen, Art 54 2002 Estimation and variable selection for semiparametric additive partial linear models. Zbl 1223.62020Liu, Xiang; Wang, Li; Liang, Hua 53 2011 Extended BIC for small-\(n\)-large-\(P\) sparse GLM. Zbl 1238.62080Chen, Jiahua; Chen, Zehua 53 2012 Banding sample autocovariance matrices of stationary processes. Zbl 1176.62083Wu, Wei Biao; Pourahmadi, Mohsen 53 2009 \(E(s^2)\)-optimal supersaturated designs. Zbl 1067.62560Cheng, Ching-Shui 53 1997 Envelope models for parsimonious and efficient multivariate linear regression. Zbl 1259.62059Cook, R. Dennis; Li, Bing; Chiaromonte, Francesca 52 2010 Sequential analysis: Some classical problems and new challenges. (With comments and rejoinder). Zbl 1037.62081Lai, Tze Leung 52 2001 Split selection methods for classification trees. Zbl 1067.62545Loh, Wei-Yih; Shih, Yu-Shan 51 1997 Oracle model selection for nonlinear models based on weighted composite quantile regression. Zbl 1253.62025Jiang, Xuejun; Jiang, Jiancheng; Song, Xinyuan 51 2012 Cross-validated local linear nonparametric regression. Zbl 1045.62033Li, Qi; Racine, Jeff 51 2004 A penalized maximum likelihood estimate of \(f(0+)\) when \(f\) is non- increasing. Zbl 0822.62020Woodroofe, Michael; Sun, Jiayang 49 1993 A hidden projection property of Plackett-Burman and related designs. Zbl 0824.62074Wang, J. C.; Wu, C. F. Jeff 49 1995 Additive coefficient modeling via polynomial spline. Zbl 1109.62030Xue, Lan; Yang, Lijian 49 2006 On the minimax optimality of block thresholded wavelet estimators. Zbl 0915.62028Hall, Peter; Kerkyacharian, Gérard; Picard, Dominique 49 1999 On the estimation and testing of functional-coefficient linear models. Zbl 0958.62040Xia, Yingcun; Li, W. K. 49 1999 A skew-symmetric representation of multivariate distributions. Zbl 1060.62059Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G. 49 2004 Checking the adequacy of a partial linear model. Zbl 1028.62032Zhu, Li-Xing; Ng, Kai W. 49 2003 Estimation of the mean function of point processes based on panel count data. Zbl 0824.62081Sun, J.; Kalbfleisch, J. D. 48 1995 A note on the Lasso and related procedures in model selection. Zbl 1109.62056Leng, Chenlei; Lin, Yi; Wahba, Grace 48 2006 Smoothed functional inverse regression. Zbl 1086.62054Ferré, Louis; Yao, Anne-Françoise 48 2005 Quantile tomography: using quantiles with multivariate data. Zbl 1359.62175Kong, Linglong; Mizera, Ivan 48 2012 A general minimum lower-order confounding criterion for two-level regular designs. Zbl 1255.62223Zhang, Runchu; Li, Peng; Zhao, Shengli; Ai, Mingyao 47 2008 Inference for normal mixtures in mean and variance. Zbl 1135.62018Chen, Jiahua; Tan, Xianming; Zhang, Runchu 46 2008 Quantile regression estimates for a class of linear and partially linear errors-in-variables models. Zbl 0970.62043He, Xuming; Liang, Hua 45 2000 Nonconcave penalized M-estimation with a diverging number of parameters. Zbl 1206.62036Li, Gaorong; Peng, Heng; Zhu, Lixing 44 2011 The geometrical ergodicity of nonlinear autoregressive models. Zbl 0857.62085An, H. Z.; Huang, F. C. 44 1996 Regression trees with unbiased variable selection and interaction detection. Zbl 0998.62042Loh, Wei-Yin 44 2002 On the choice of \(m\) in the \(m\) out of \(n\) bootstrap and confidence bounds for extrema. Zbl 05361940Bickel, Peter J.; Sakov, Anat 44 2008 Wavelet shrinkage for correlated data and inverse problems: adaptivity results. Zbl 1065.62519Johnstone, Iain M. 44 1999 Kernel smoothing on varying coefficient models with longitudinal dependent variable. Zbl 0945.62047Wu, Colin O.; Chiang, Chin-Tsang 44 2000 Theory and inference for a class of nonlinear models with application to time series of counts. Zbl 1356.62137Davis, Richard A.; Liu, Heng 43 2016 Functional and longitudinal data analysis: perspectives on smoothing. Zbl 1073.62033Rice, John A. 43 2004 Simultaneous confidence bands for nonparametric regression with functional data. Zbl 1225.62052Degras, David A. 41 2011 Limit theorems for weakly dependent Hilbert space valued random variables with application to the stationary bootstrap. Zbl 0824.60006Politis, Dimitris N.; Romano, Joseph P. 41 1994 Asymptotics for general multivariate kernel density derivative estimators. Zbl 1214.62039Chacón, José E.; Duong, Tarn; Wand, M. P. 40 2011 Global behavior of deconvolution kernel estimates. Zbl 0823.62032Fan, Jianqing 40 1991 Adaptive semi-varying coefficient model selection. Zbl 1511.62168Hu, Qtao; Xia, Yingcun 40 2012 Empirical likelihood for estimating equations with nonignorably missing data. Zbl 1285.62035Tang, Niansheng; Zhao, Puying; Zhu, Hongtu 40 2014 Partially linear single-index measurement error models. Zbl 1061.62098Liang, Hua; Wang, Naisyin 40 2005 Functional response models. Zbl 1073.62098Chiou, Jeng-Min; Müller, Hans-Georg; Wang, Jane-Ling 39 2004 Waveshrink with firm shrinkage. Zbl 1067.62529Gao, Hong-Ye; Bruce, Andrew G. 39 1997 Spline estimation of single-index models. Zbl 1166.62023Wang, Li; Yang, Lijian 39 2009 Replicated microarray data. Zbl 1004.62086Lönnstedt, Ingrid; Speed, Terry 39 2002 Ignorance and uncertainty regions as inferential tools in a sensitivity analysis. Zbl 1108.62005Vansteelandt, Stijn; Goetghebeur, Els; Kenward, Michael G.; Molenberghs, Geert 38 2006 On segmented multivariate regression. Zbl 1003.62524Liu, Jian; Wu, Shiying; Zidek, James V. 38 1997 Consistent variable selection in additive models. Zbl 1166.62024Xue, Lan 38 2009 Empirical likelihood for autoregressive models, with applications to unstable time series. Zbl 0998.62075Chuang, Chin-Shan; Chan, Ngai Hang 38 2002 On block thresholding in wavelet regression: Adaptivity, block size, and threshold level. Zbl 1004.62036Cai, T. Tony 38 2002 Polynomial spline confidence bands for regression curves. Zbl 1225.62055Wang, Jing; Yang, Lijian 37 2009 Empirical likelihood regression analysis for right censored data. Zbl 1017.62093Li, Gang; Wang, Qi-Hua 37 2003 Generalized weighted Chinese restaurant processes for species sampling mixture models. Zbl 1086.62036Ishwaran, Hemant; James, Lancelot F. 37 2003 The dimension distribution and quadrature test functions. Zbl 1017.62060Owen, Art B. 36 2003 Minimax estimation of large covariance matrices under \(\ell_1\)-norm. Zbl 1266.62036Cai, T. Tony; Zhou, Harrison H. 36 2012 An \(F\) test for linear models with functional responses. Zbl 1060.62075Shen, Qing; Faraway, Julian 36 2004 Variable selection and coefficient estimation via regularized rank regression. Zbl 1180.62058Leng, Chenlei 35 2010 Orthogonal-maximin Latin hypercube designs. Zbl 1137.62050Joseph, V. Roshan; Hung, Ying 35 2008 Inference for semiparametric models: Some questions and an answer. (With comments). Zbl 0997.62028Bickel, Peter J.; Kwon, Jaimyoung 35 2001 On the number of successes in independent trials. Zbl 0822.60006Wang, Y. H. 34 1993 An online projection estimator for nonparametric regression in reproducing kernel Hilbert spaces. 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Zbl 1466.62308Chan, Ngai Hang; Ng, Wai Leong; Yau, Chun Yip 1 2021 ...and 1419 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 16,190 Authors 95 Zhu, Lixing 87 Lian, Heng 75 Liu, Min-Qian 71 Dette, Holger 60 Sun, Jianguo 54 Zhou, Yong 53 Tang, Niansheng 51 Zhang, Riquan 50 Dunson, David Brian 50 Lachos Dávila, Víctor Hugo 49 Bai, Zhi-Dong 47 Shen, Pao-Sheng 46 Van Keilegom, Ingrid 45 Zhang, Runchu 44 Li, Runze 44 Walker, Stephen Grahm 42 Balakrishnan, Narayanaswamy 42 Sun, Liuquan 42 Wang, Qihua 41 Koukouvinos, Christos 40 Liang, Hua 40 Qin, Hong 39 Fan, Jianqing 38 You, Jinhong 36 Song, Xinyuan 36 Zhang, Jun 35 Kneib, Thomas 35 Zhu, Zhongyi 34 Hall, Peter Gavin 34 Li, Gaorong 33 Lin, Dennis Kon Jin 33 Lin, Lu 33 Xue, Liugen 33 Yue, Rongxian 33 Zhu, Hongtu 32 Bouzebda, Salim 32 Cui, Hengjian 32 Genton, Marc G. 32 Lin, Jinguan 32 Zhao, Xingqiu 31 Lee, Sangyeol 31 Lin, Tsung I. 31 Wang, Dehui 31 Zhu, Liping 30 Pardo, Leandro 30 Yang, Hu 30 Zhang, Xinyu 29 Ai, Mingyao 29 Müller, Hans-Georg 29 Wu, Wei Biao 29 Xu, Wangli 29 Yang, Lijian 29 Zhao, Yichuan 28 Fang, Kai-Tai 28 Ghosh, Malay 28 Huang, Zhensheng 28 Peng, Liang 28 Shao, Jun 28 Vieu, Philippe 27 Chatterjee, Kashinath 27 Tian, Guoliang 27 Zhang, Rongmao 27 Zhao, Shengli 26 He, Xuming 26 Ma, Shuangge 26 Tang, Boxin 26 Zhao, Weihua 26 Zou, Changliang 25 Dey, Dipak Kumar 25 Gijbels, Irène 25 Wang, Lei 25 Yao, Weixin 24 Cai, Tony Tony 24 Huang, Jian 24 Martin, Ryan 24 Prünster, Igor 24 Qin, Yongsong 23 González-Manteiga, Wenceslao 23 Guo, Xu 23 Horváth, Lajos 23 Li, Pengfei 23 Liang, Hanying 23 Qin, Jing 23 Yi, Grace Yun 22 Aoshima, Makoto 22 Carroll, Raymond James 22 Hallin, Marc 22 Ma, Yanyuan 22 Molenberghs, Geert 22 Paindaveine, Davy 22 Vannucci, Marina 22 Wang, Huixia Judy 22 Xu, Hongquan 22 Yata, Kazuyoshi 21 Chen, Jiahua 21 Feng, Sanying 21 Ibrahim, Joseph George 21 Lai, Tze Leung 21 Politis, Dimitris Nicolas 21 Reich, Brian James ...and 16,090 more Authors all top 5 Cited in 491 Journals 1,058 Computational Statistics and Data Analysis 945 Journal of Statistical Planning and Inference 766 Journal of Multivariate Analysis 734 The Annals of Statistics 577 Statistics & Probability Letters 446 Biometrics 434 Electronic Journal of Statistics 359 Communications in Statistics. 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