Object Oriented Data Analysis

Object Oriented Data Analysis

Dryden, Ian L.; Marron, J. S.

Taylor & Francis Inc

11/2021

424

Dura

Inglês

9780815392828

15 a 20 dias

453

Descrição não disponível.
What is OODA?



Breadth of OODA



Data Object Definition



Exploratory and Confirmatory Analyses



OODA P6



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
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Data Set;Complex Data;PC1 Score;Data Representation;Distance Weighted Discrimination;Principal Component Analysis;Data Objects;Visualization;Left Panel;PCA Score;Toy Data Set;TCGA;Procrustes Distance;Bottom Center Panel;PC Score;Generalized Procrustes Analysis;Jitter Plots;Scree Plot;Column Object;Curve Registration;KIRC;MDP;Panel Shows;Top Left Panel;Quotient Space;Procrustes Analysis;PC Direction;Lower Left Panel;Projection Coefficients