An Official Journal of the Institute of Mathematical Statistics.
Volume 41, Number 3
Publication Date: June 2013
First Online
Minimax bounds for sparse PCA with noisy high-dimensional data
Aharon Birnbaum, Iain M. Johnstone, Boaz Nadler and Debashis Paul; 1055-1084
Maximum lilkelihood estimation in the $\beta$-model
Alessandro Rinaldo, Sonja Petrović and Stephen E. Fienberg; 1085-1110
A lasso for hierarchical interactions
Jacob Bien, Jonathan Taylor and Robert Tibshirani; 1111-1141
Oracle inequalities for the lasso in the Cox model
Jian Huang, Tingni Sun, Zhiliang Ying, Yi Yu and Cun-Hui Zhang; 1142-1165
A loss function approach to model specification testing and its relative efficiency
Yongmiao Hong and Yoon-Jin Lee; 1166-1203
Asymptotic power of sphericity tests for high-dimensional data
Alexei Onatski, Marcelo J. Moreira and Marc Hallin; 1204-1231
Rates of convergence of the Adaptive LASSO estimators to the Oracle distribution and higher order refinements by the bootstrap
A. Chatterjee and S. N. Lahiri; 1232-1259
Complete classes of designs for nonlinear regression models and principal representations of moment spaces
Holger Dette and Kirsten Schorning; 1260-1267
Moment bounds and mean squared prediction errors of long-memory time series
Ngai Hang Chan, Shih-Feng Huang and Ching-Kang Ing; 1268-1298
