Sadanori Konishi

Introduction to Multivariate Analysis

Linear and Nonlinear Modeling

• Broschiertes Buch

Produktbeschreibung

This text shows how to use multivariate analysis to extract useful information from multivariate data and understand the structure of random phenomena. Along with the basic concepts of various procedures in traditional multivariate analysis, the book covers nonlinear techniques for clarifying phenomena behind observed multivariate data. It prima

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Produktdetails

• Verlag: Chapman and Hall/CRC
• Seitenzahl: 340
• Erscheinungstermin: 30. Juni 2020
• Englisch
• Abmessung: 234mm x 156mm x 18mm
• Gewicht: 518g
• ISBN-13: 9780367576134
• ISBN-10: 0367576139
• Artikelnr.: 69892966

Autorenporträt

Sadanori Konishi

Inhaltsangabe

Introduction. Linear Regression Models. Nonlinear Regression Models.
Logistic Regression Models. Model Evaluation and Selection. Discriminant
Analysis. Bayesian Classification. Support Vector Machines. Principal
Component Analysis. Clustering. Appendices. Bibliography. Index.