Probability for statistics and machine learning fundamentals and advanced topics

This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine learning. It is written in an extremely accessible style, with elaborate motivating discussions and num...

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Bibliografiske detaljer
Hovedforfatter: DasGupta, Anirban
Institution som forfatter: SpringerLink (Online service)
Format: Electronic Resource
Sprog:English
Udgivet: New York Springer c2011.
Serier:Springer texts in statistics
Fag:
Online adgang:Available for University of the Philippines Diliman via SpringerLink. Click here to access