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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Main Author: DasGupta, Anirban.
Other Authors: SpringerLink (Online service)
Format: eBook
Language: English
Published: New York : Springer, ©2011.
New York : [2011]
Physical Description: 1 online resource (xix, 782 pages).
Series: Springer texts in statistics.
Subjects:

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