J. S. Marron, Ian L. Dryden

Object Oriented Data Analysis

• Broschiertes Buch

Produktbeschreibung

Object Oriented Data Analysis (OODA) provides a useful general framework for the consideration of many types of Complex Data. It is deliberately intended to be particularly useful in the analysis of data in complicated situations which are typically not easily represented as an unconstrained matrix of numbers.

---

Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Chapman & Hall/CRC Monographs on Statistics and Applied Probability
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 438
• Erscheinungstermin: 27. Mai 2024
• Englisch
• Abmessung: 234mm x 156mm x 23mm
• Gewicht: 744g
• ISBN-13: 9781032114804
• ISBN-10: 1032114800
• Artikelnr.: 70364382

Inhaltsangabe

1. What is OODA?
2. Breadth of OODA
3. Data Object Definition
4. Exploratory and Confirmatory Analyses
5. OODA P6
6. Data Visualization
7. Distance Based Methods
8. Manifold Data Analysis
9. FDA Curve Registration
10. Graph Structured Data Objects
11. Classification - Supervised Learning
12. Clustering - Unsupervised Learning
13. High Dimensional Inference
14. High Dimensional Asymptotics
15. Smoothing and SiZer
16. Robust Methods
17. PCA Details and Variants
18. OODA Context and Related Areas