Bibliograph

Object oriented data analysis, J.S. Marron and Ian L. Dryden

Type

Label

Object oriented data analysis, J.S. Marron and Ian L. Dryden

Language

eng

Bibliography note

Includes bibliographical references and index

Index

index present

Literary Form

non fiction

Main title

Object oriented data analysis

Medium

electronic resource

Nature of contents

dictionariesbibliography

Responsibility statement

J.S. Marron and Ian L. Dryden

Series statement

Chapman & Hall/CRC Monographs on Statistics and Applied ProbabilityEbsco eBook Collection

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

Contributor