STATISTICA  SINICA

Volume 22  Number 4  October 2012

Discussion Paper
  Minimax Estimation of Large Covariance Matrices under L1-Norm
T. Tony Cai and Harrison H. Zhou
1319
Comments
  Lingzhou Xue and Hui Zou
1349
  Tingni Sun and Cun-Hui Zhang
1354
  Philippe Rigollet and Alexandre B. Tsybakov
1358
  Peter J. Bickel, Elizaveta Levina, Adam J. Rothman, and Ji Zhu
1376
  Wei Biao Wu
1370
  Ming Yuan
1373
Rejoinder
  T. Tony Cai and Harrison H. Zhou
1375
General
  Semiparametric Quantile Regression with High-dimensional Covariates
Liping Zhu, Mian Huang and Runze Li
1379
  Semiparametric Regression Pursuit
Jian Huang, Fengrong Wei and Shuangge Ma
1403
  A Direct Semiparametric Receiver Operating Characteristic Curve Regression with Unknown Link and Baseline Functions
Huazhen Lin, Xiao-Hua Zhou, and Gang Li
1427
  Jackknife Empirical Likelihood Based Confidence Intervals for Partial Areas Under ROC Curves
Gianfranco Adimari, Monica Chiogna
1457
  Oracle Model Selection for Nonlinear Models Based on Weighted Composite Quantile Regression
Xuejun Jiang, Jiancheng Jiang , and Xinyuan Song
1479
  Model Selection for High Dimensional Multi-sequence Change-point Problems
Nancy R. Zhang, David O. Siegmund
Supplement
1507
  Moment-based Method for Random Effects Selection in Linear Mixed Models
Mihye Ahn, Hao Helen Zhang, Wenbin Lu
1539
  Variable Selection for High-dimensional Generalized Varying-Coefficient Models
Heng Lian
1563
  Quantile Tomography: Using Quantiles with Multivariate Data
Linglong Kong and Ivan Mizera
1589
  Sufficient Dimension Reduction in Regression with Missing Predictors
Liping Zhu, Tao Wang and Lixing Zhu
1611
  Outlier Detection and Trimmed Estimation for General Functional Data
Daniel Gervini Nancy R. Zhang, David O. Siegmund
Supplement
1639
  On the Computation of Autocovariances for Generalized Gegenbauer Processes
Tucker McElroy and Scott Holan
1661
  Stimating the Proportion of True Null Hypotheses Under Dependence
Irina Ostrovnaya and Dan L. Nicolae
1689
  A Generalization of the Neyman-Scott Process
Chun Yip Yau, Ji Meng Loh
1717
  A Test for Stationarity of Spatio-temporal Random Fields on Planar and Spherical Domains
Mikyoung Jun and Marc G. Genton
1737
  On Locally Optimal Designs for Generalized Linear Models with Group Effects
John Stufken and Min Yang
1765