1

High-dimensional asymptotics of prediction: Ridge regression and classification

Dobriban, Edgar, Wager, Stefan
Journal:
The Annals of Statistics
Année:
2018
Langue:
english
Fichier:
PDF, 552 KB
english, 2018
3

Efficient computation of limit spectra of sample covariance matrices

Dobriban, Edgar
Journal:
Random Matrices Theory and Applications
Année:
2015
Langue:
english
Fichier:
PDF, 755 KB
english, 2015
4

Sharp detection in PCA under correlations: All eigenvalues matter

Dobriban, Edgar
Journal:
The Annals of Statistics
Année:
2017
Langue:
english
Fichier:
PDF, 759 KB
english, 2017
5

Optimal multiple testing under a Gaussian prior on the effect sizes

Dobriban, Edgar, Fortney, Kristen, Kim, Stuart K., Owen, Art B.
Journal:
Biometrika
Année:
2015
Langue:
english
Fichier:
PDF, 273 KB
english, 2015
6

Regularity Properties for Sparse Regression

Dobriban, Edgar, Fan, Jianqing
Journal:
Communications in Mathematics and Statistics
Année:
2016
Langue:
english
Fichier:
PDF, 498 KB
english, 2016
8

Weighted mining of massive collections of $P$-values by convex optimization

Dobriban, Edgar
Journal:
Information and Inference
Année:
2018
Langue:
english
Fichier:
PDF, 603 KB
english, 2018
10

$e$PCA: High dimensional exponential family PCA

Liu, Lydia T., Dobriban, Edgar, Singer, Amit
Journal:
The Annals of Applied Statistics
Année:
2018
Langue:
english
Fichier:
PDF, 1.70 MB
english, 2018