Object oriented data analysis /
Marron, James Stephen, 1954-
Object oriented data analysis / J.S. Marron and Ian L. Dryden. - 1 online resource - Chapman & Hall/CRC Monographs on Statistics and Applied Probability .
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"--
9781351189675 1351189670 9781351189651 1351189654 9781351189668 1351189662 9781351189644 1351189646
Object-oriented methods (Computer science)
Quantitative research.
Statistics--Methodology.
COMPUTERS / Computer Graphics / General
MATHEMATICS / Probability & Statistics / General
QA76.9.O35
005.1/17
Object oriented data analysis / J.S. Marron and Ian L. Dryden. - 1 online resource - Chapman & Hall/CRC Monographs on Statistics and Applied Probability .
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"--
9781351189675 1351189670 9781351189651 1351189654 9781351189668 1351189662 9781351189644 1351189646
Object-oriented methods (Computer science)
Quantitative research.
Statistics--Methodology.
COMPUTERS / Computer Graphics / General
MATHEMATICS / Probability & Statistics / General
QA76.9.O35
005.1/17