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· 제목 : Object Oriented Data Analysis (Paperback, 1)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781032114804
· 쪽수 : 436쪽
· 출판일 : 2024-05-27
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781032114804
· 쪽수 : 436쪽
· 출판일 : 2024-05-27
목차
- What is OODA?
- Breadth of OODA
- Data Object Definition
- Exploratory and Confirmatory Analyses
- OODA P6
- Data Visualization
- Distance Based Methods
- Manifold Data Analysis
- FDA Curve Registration
- Graph Structured Data Objects
- Classification - Supervised Learning
- Clustering - Unsupervised Learning
- High Dimensional Inference
- High Dimensional Asymptotics
- Smoothing and SiZer
- Robust Methods
- PCA Details and Variants
- OODA Context and Related Areas
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