An Official Journal of the Institute of Mathematical Statistics.
Volume 37, Number 5A
Publication Date: October 2009
Frontmatter
Table of Contents
Editorial Board
Articles
Functional linear regression that’s interpretable
Gareth M. James, Jing Wang and Ji Zhu; 2083-2108
Some sharp performance bounds for least squares regression with L1 regularization
Tong Zhang; 2109-2144
Near-ideal model selection by ℓ1 minimization
Emmanuel J. Candès and Yaniv Plan; 2145-2177
High-dimensional variable selection
Larry Wasserman and Kathryn Roeder; 2178-2201
Estimating the degree of activity of jumps in high frequency data
Yacine Aït-Sahalia and Jean Jacod; 2202-2244
Estimating linear functionals in nonlinear regression with responses missing at random
Ursula U. Müller; 2245-2277
Nonparametric estimation by convex programming
Anatoli B. Juditsky and Arkadi S. Nemirovski; 2278-2300
Deconvolution with unknown error distribution
Jan Johannes; 2301-2323
Consistent estimates of deformed isotropic Gaussian random fields on the plane
Ethan Anderes and Sourav Chatterjee; 2324-2350
Asymptotic theory for the semiparametric accelerated failure time model with missing data
Bin Nan, John D. Kalbfleisch and Menggang Yu; 2351-2376
A semiparametric model for cluster data
Wenyang Zhang, Jianqing Fan and Yan Sun; 2377-2408
On asymptotically optimal tests under loss of identifiability in semiparametric models
Rui Song, Michael R. Kosorok and Jason P. Fine; 2409-2444
Asymptotic equivalence of empirical likelihood and Bayesian MAP
Marian Grendár and George Judge; 2445-2457
Consistency of a recursive estimate of mixing distributions
Surya T. Tokdar, Ryan Martin and Jayanta K. Ghosh; 2502-2522
Hypothesis test for normal mixture models: The EM approach
Jiahua Chen and Pengfei Li; 2523-2542
Efficient randomized-adaptive designs
Feifang Hu, Li-Xin Zhang and Xuming He; 2543-2560
Quarter-fraction factorial designs constructed via quaternary codes
Frederick K. H. Phoa and Hongquan Xu; 2561-2581
Asymptotic normality of a nonparametric estimator of sample coverage
Cun-Hui Zhang and Zhiyi Zhang; 2582-2595
