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Sparsity in linear regression, functional linear regression and high-dimensional principal component analysis : 선형회귀, 함수선형회귀, 고차원 주성분분석에서의 성김
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- Authors
- Advisor
- 박병욱
- Major
- 통계학과
- Issue Date
- 2011-02
- Publisher
- 서울대학교 대학원
- Keywords
- 성김 ; 신의 성질 ; 가중 L1 벌점화 ; 변수선택 ; 부표본 붓스트랩 ; 적응 벌점모수 ; 함수형자료분석 ; 차원축소 ; 고차원 ; 주성분분석 ; Sparsity ; oracle property ; weighed L1 penalization ; variable selection ; m-out-of-n bootstrap ; adaptive penalty parameters ; functional data analysis ; dimension reduction ; high dimensionality ; PCA
- Description
- 학위논문 (박사)-- 서울대학교 대학원 : 통계학과, 2011.2. 박병욱.
- Language
- eng
- URI
- https://hdl.handle.net/10371/159213
http://dcollection.snu.ac.kr:80/jsp/common/DcLoOrgPer.jsp?sItemId=000000028808
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