Volume 46; Issue 1

The Annals of Statistics

Volume 46; Issue 1
1

Optimal bounds for aggregation of affine estimators

Bellec, Pierre C.
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 643 KB
english, 2018
4

Pathwise coordinate optimization for sparse learning: Algorithm and theory

Zhao, Tuo, Liu, Han, Zhang, Tong
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 1.33 MB
english, 2018
5

High dimensional censored quantile regression

Zheng, Qi, Peng, Limin, He, Xuming
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 367 KB
english, 2018
8

Bayesian estimation of sparse signals with a continuous spike-and-slab prior

Ročková, Veronika
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 381 KB
english, 2018
9

On the asymptotic theory of new bootstrap confidence bounds

Pretorius, Charl, Swanepoel, Jan W. H.
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 193 KB
english, 2018
11

On semidefinite relaxations for the block model

Amini, Arash A., Levina, Elizaveta
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 488 KB
english, 2018
12

Conditional mean and quantile dependence testing in high dimension

Zhang, Xianyang, Yao, Shun, Shao, Xiaofeng
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 336 KB
english, 2018
13

High-dimensional asymptotics of prediction: Ridge regression and classification

Dobriban, Edgar, Wager, Stefan
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 552 KB
english, 2018
14

Chernoff index for Cox test of separate parametric families

Li, Xiaoou, Liu, Jingchen, Ying, Zhiliang
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 411 KB
english, 2018
15

Testing independence in high dimensions with sums of rank correlations

Leung, Dennis, Drton, Mathias
Journal:
The Annals of Statistics
Year:
2018
Language:
english
File:
PDF, 284 KB
english, 2018