자료유형  

 학위논문

Control Number  

0014998401

International Standard Book Number  

9780438325142

Dewey Decimal Classification Number  

310

Main Entry-Personal Name  

Wei, Yuting.

Publication, Distribution, etc. (Imprint  

[Sl] : University of California, Berkeley, 2018

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2018

Physical Description  

188 p

General Note  

Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.

General Note  

Advisers: Martin J. Wainwright

Dissertation Note  

Thesis (Ph.D.)--University of California, Berkeley, 2018.

Summary, Etc.  

요약Modern science and engineering often generate data sets with a large sample size and a comparably large dimension which puts classic asymptotic theory into question in many ways. Therefore, the main focus of this thesis is to develop a fundament

Summary, Etc.  

요약Our treatment of these different problems shares the common theme of emphasizing the underlying geometric structure. To be more specific, in our hypothesis testing problem, the null and alternative are specified by a pair of convex cones. This c

Summary, Etc.  

요약These results demonstrate that, on one hand, one can benefit from respecting and making use of the underlying structure (optimal early stopping rule for different RKHS)

Summary, Etc.  

요약To evaluate the behavior of any statistical procedure, we follow the classic minimax framework and also discuss about more refined notion of local minimaxity.

Subject Added Entry-Topical Term  

Statistics

Added Entry-Corporate Name  

University of California, Berkeley Statistics

Host Item Entry  

Dissertation Abstracts International. 80-01B(E).

Host Item Entry  

Dissertation Abstract International

Electronic Location and Access  

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Control Number  

joongbu:556682