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.
0
SUMMARY OR ABSTRACT
Text of Note
"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"--
TOPICAL NAME USED AS SUBJECT
Entry Element
Object-oriented methods (Computer science)
Entry Element
Quantitative research.
Entry Element
Statistics
Topical Subdivision
Methodology.
DEWEY DECIMAL CLASSIFICATION
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
Book number
.
O35
2020
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Marron, James Stephen,
Dates
1954-
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Dryden, I. L. (Ian L.),
ORIGINATING SOURCE
Country
ایران
Agency
University of Tehran. Library of College of Science