A Computational Approach to Statistical Learning

by Michael Kane, Taylor Arnold, Bryan W Lewis, et al.

Book Overview

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 working implementations of common statistical learning algorithms. Every chapter concludes with a fully worked out application that illustrates predictive...

• Format: Paperback
• Language: English
• ISBN: 0367570610
• ISBN13: 9780367570613
• Release Date: June 2020
• Publisher: CRC Press
• Length: 362 Pages
• Weight: 1.16 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"