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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Tác giả chính:	DasGupta, Anirban
Tác giả của công ty:	SpringerLink (Online service)
Định dạng:	Electronic Resource
Ngôn ngữ:	English
Được phát hành:	New York Springer c2011.
Loạt:	Springer texts in statistics
Những chủ đề:	Probabilities. Stochastic processes. Mathematical statistics. Machine learning. Electronic books.
Truy cập trực tuyến:	Available for University of the Philippines Diliman via SpringerLink. Click here to access