A computational approach to statistical learning / Taylor Arnold, Michael Kane, Bryan W. Lewis.

A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal work...

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Bibliographic Details

Online Access:	Full Text (via Taylor & Francis)
Main Authors:	Arnold, Taylor (Author), Kane, Michael (Michael John) (Author), Lewis, Bryan W. (Bryan Wayne) (Author)
Format:	eBook
Language:	English
Published:	Boca Raton : Chapman & Hall/CRC, [2019]
Edition:	1st.
Series:	Texts in statistical science.
Subjects:	Machine learning > Mathematics. Mathematical statistics. Estimation theory.