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A Computational Approach to Statistical Learning

af Taylor (University of Richmond Arnold

indgår i Chapman & Hall/CRC Texts in Statistical Science serien

A Computational Approach to Statistical Learning af Taylor (University of Richmond Arnold
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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

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780367570613
  • Indbinding:
  • Paperback
  • Sideantal:
  • 362
  • Udgivet:
  • 30. juni 2020
  • Størrelse:
  • 234x155x30 mm.
  • Vægt:
  • 560 g.
  • 2-3 uger.
  • 30. november 2024
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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

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