Model-Based Clustering and Classification for Data Science: With Applications in R (Bog, Hardback, Engelsk)

Model-Based Clustering and Classification for Data Science: With Applications in R (Bog, Hardback, Engelsk)


Forlag: Cambridge University Press

  • Type: Bog
  • Format: Hardback
  • Sprog: Engelsk Sprog: Engelsk
  • ISBN-13: 9781108494205
  • Udgivelsesdato: 25-07-2019
  • Første udgivelsesår: 2019
  • Serie: Cambridge Series in Statistical and Probabilistic Mathematics
  • Illustrationer: Worked examples or Exercises; 48 Tables, black and white; 72 Halftones, color; 9 Halftones, black and white; 99 Line drawings, color; 31 Line drawings, black and white
  • Originalsprog: United Kingdom
  • Sideantal: 446
  • Indbinding: Hardback
  • Forlag: Cambridge University Press
  • Sideoplysninger: 446 pages, Worked examples or Exercises; 48 Tables, black and white; 72 Halftones, color; 9 Halftone
  • Mål: 186 x 260 x 25

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Beskrivelse

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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