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...

Full description

Bibliographic Details

Main Author:	DasGupta, Anirban
Corporate Author:	SpringerLink (Online service)
Format:	Electronic Resource
Language:	English
Published:	New York Springer c2011.
Series:	Springer texts in statistics
Subjects:	Probabilities. Stochastic processes. Mathematical statistics. Machine learning. Electronic books.
Online Access:	Available for University of the Philippines Diliman via SpringerLink. Click here to access