Statistical and computational trade-offs in estimation of sparse principal components

Tengyao Wang; Quentin Berthet; Richard J. Samworth

doi:10.1214/15-AOS1369

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Home > Journals > Ann. Statist. > Volume 44 > Issue 5 > Article

October 2016 Statistical and computational trade-offs in estimation of sparse principal components

Tengyao Wang, Quentin Berthet, Richard J. Samworth

Ann. Statist. 44(5): 1896-1930 (October 2016). DOI: 10.1214/15-AOS1369

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Supplementary material to “Statistical and computational trade-offs in estimation of sparse principal components”. Ancillary results and a brief introduction to computational complexity theory.

Digital Object Identifier: 10.1214/15-AOS1369SUPP

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Ann. Statist.

Vol.44 • No. 5 • October 2016

Institute of Mathematical Statistics

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Tengyao Wang, Quentin Berthet, Richard J. Samworth "Statistical and computational trade-offs in estimation of sparse principal components," The Annals of Statistics, Ann. Statist. 44(5), 1896-1930, (October 2016)

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