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  5. Model-Based Clustering and Classification for Data Science

Model-Based Clustering and Classification for Data Science

- With Applications in R

av Charles Bouveyron

del av Cambridge Series in Statistical and Probabilistic Mathematics-serien

Model-Based Clustering and Classification for Data Science av Charles Bouveyron
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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  • Språk:
  • Engelska
  • ISBN:
  • 9781108494205
  • Format:
  • Inbunden
  • Sidor:
  • 446
  • Utgiven:
  • 25. juli 2019
  • Mått:
  • 260x186x25 mm.
  • Vikt:
  • 1112 g.
  I lager
Leveranstid: 4-7 vardagar
Förväntad leverans: 2. december 2024

Om Charles Bouveyron

Se alla böcker av Charles Bouveyron

Beskrivning av 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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