Statistics Theory and Methods

[16] Model selection for high-dimensional linear regression with dependent observations

Ching-Kang Ing National Tsing Hua University

Statistics Theory and Methods mathscidoc:2103.33001

Annals of Statistics, 48, 2020.9
[ Download ] [ 2021-03-04 23:28:17 uploaded by mdlselection ] [ 545 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics

T. Tony Cai University of Pennsylvania Anru Zhang University of Wisconsin-Madison

Statistics Theory and Methods mathscidoc:2008.33001

The Annals of Statistics, 46, 2018
[ Download ] [ 2020-08-03 12:32:07 uploaded by stat ] [ 643 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] Asymptotics For High Dimensional Regression M-Estimates: Fixed Design Results

Lihua Lei Stanford University Peter J. Bickel University of California, Berkeley Noureddine El Karoui University of California, Berkeley

Statistics Theory and Methods mathscidoc:2005.33003

Probability Theory and Related Fields, 172, 983–1079, 2018.12
[ Download ] [ 2020-05-19 10:50:39 uploaded by lihualei ] [ 798 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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