A Computational Approach to Statistical Learning

Arnold, Taylor (University of Richmond, Richmond, VA, USA), Kane, Michael (Yale University, New Haven, Connecticut, USA), Lewis, Bryan W.

Omschrijving

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
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Schrijver
Arnold, Taylor (University of Richmond, Richmond, VA, USA), Kane, Michael (Yale University, New Haven, Connecticut, USA), Lewis, Bryan W.
Titel
A Computational Approach to Statistical Learning
Uitgever
Taylor & Francis Ltd
Jaar
2020
Taal
Engels
Pagina's
362
Gewicht
689 gr
EAN
9780367570613
Afmetingen
234 x 156 x 234 mm
Bindwijze
Paperback

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