Object oriented data analysis
Material type:
TextSeries: Monographs on statistics & applied probability 169Publication details: Routledge 2022 Boca RatonDescription: xi, 416p.:col.ill. Includes indexISBN: - 9780815392828
- 005.117 M2O2
| Item type | Current library | Item location | Collection | Shelving location | Call number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|---|
| Books | Vikram Sarabhai Library | Rack 3-A / Slot 66 (0 Floor, West Wing) | Non-fiction | General Stacks | 005.117 M2O2 (Browse shelf(Opens below)) | Available | 204810 |
Table of contents
What is OODA?
Breadth of OODA
Data object definition
exploratory and confirmatory analyses
OODA P
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.
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
https://www.routledge.com/Object-Oriented-Data-Analysis/Marron-Dryden/p/book/9780815392828
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