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Model-Based Clustering and Classification for Data Science

- With Applications in R

af Charles Bouveyron

indgår i Cambridge Series in Statistical and Probabilistic Mathematics serien

Model-Based Clustering and Classification for Data Science af Charles Bouveyron
Bag om Model-Based Clustering and Classification for Data Science

This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as researchers and practitioners. It shows how a statistical framework yields sound estimation, testing and prediction methods, using extensive data examples and providing R code for many methods.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781108494205
  • Indbinding:
  • Hardback
  • Sideantal:
  • 446
  • Udgivet:
  • 25. juli 2019
  • Størrelse:
  • 260x186x25 mm.
  • Vægt:
  • 1112 g.
  • 8-11 hverdage.
  • 10. december 2024
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Forlænget returret til d. 31. januar 2025

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This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as researchers and practitioners. It shows how a statistical framework yields sound estimation, testing and prediction methods, using extensive data examples and providing R code for many methods.

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