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A Computational Approach to Statistical Learning (Paperback)

by Taylor Arnold, Michael Kane, Bryan W. Lewis

Chapman And Hall/Crc

Paperback 362 pages English Jun 30, 2020

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This book synthesizes those techniques from numerical analysis, algorithms, data structures, and optimization theory mostcommonly employed in statistics and machine learning. We provide concrete applications of these methods by giving complete reference implementations for a large set of the most commonly used statistical estimators. The goal is
Author:
Taylor Arnold, Michael Kane, Bryan W. Lewis
Publisher:
Chapman And Hall/Crc
Publication Date:
Jun 30, 2020
Number of pages:
362 pages
Language:
English
Binding:
Paperback
ISBN-10:
0367570610
ISBN-13:
9780367570613