Foundational Principles for Large-Scale Inference [electronic resource] : Illustrations Through Correlation Mining.

Asymptotic Regimes; Big Data; Correlation Estima-Tion; Correlation Mining; Correlation Screening; Correlation Selection; Graphical Models; Large-Scale Inference; Purely High Dimensional; Sample Complexity; Triple Asymptotic Framework; Unifying Learning Theory.

Bibliographic Details

Online Access:	Online Access (via OSTI)
Format:	Government Document Electronic eBook
Language:	English
Published:	Washington, D.C. : Oak Ridge, Tenn. : United States. National Nuclear Security Administration ; distributed by the Office of Scientific and Technical Information, U.S. Department of Energy, 2015.
Subjects:	Mathematics And Computing.