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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Detalhes bibliográficos

Autor principal:	DasGupta, Anirban
Autor Corporativo:	SpringerLink (Online service)
Formato:	Electronic Resource
Idioma:	English
Publicado em:	New York Springer c2011.
coleção:	Springer texts in statistics
Assuntos:	Probabilities. Stochastic processes. Mathematical statistics. Machine learning. Electronic books.
Acesso em linha:	Available for University of the Philippines Diliman via SpringerLink. Click here to access