00000nam a2200000 i 4500 UP-1685675941131616362 Buklod 20240221085056.0 m |o d | cr ||||||||||| 240221s2021 flu o b 001 0 eng 2021023348 780815392828 (hardback) 781032114804 (paperback) 781351189651 (epub) 781351189675 (ebook) 22225232 eng DLC rda DLC LC eng cc QA 76.9 O35 2022 005.1/17 23 Marron, James Stephen 1954- author. Object oriented data analysis J.S. Marron and Ian L. Dryden. [Boca Raton] Taylor & Francis Group, LLC [2021] online resource txt rdacontent text rdamedia unmediated cr rdacarrier volume ncludes bibliographical references and index. 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"-- Provided by publisher. escription based on print version record and CIP data provided by publisher. Object-oriented methods (Computer science) Quantitative research. Statistics Methodology. Dryden, I. L. (Ian L.) author. Print version Marron, James Stephen, 1954- Object oriented data analysis [Boca Raton] : Taylor & Francis Group, LLC, [2021] 9780815392828 (DLC) 2021023347. FO UPD DSTC QA76.9 O35 2022 Book