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Applied Linear Regression for Business Analytics with R

A Practical Guide to Data Science with Case Studies

Medium: Buch
ISBN: 978-3-031-21479-0
Verlag: Springer International Publishing
Erscheinungstermin: 03.06.2023
Lieferfrist: bis zu 10 Tage

Applied Linear Regression for Business Analytics with R introduces regression analysis to business students using the R programming language with a focus on illustrating and solving real-time, topical problems. Specifically, this book presents modern and relevant case studies from the business world, along with clear and concise explanations of the theory, intuition, hands-on examples, and the coding required to employ regression modeling. Each chapter includes the mathematical formulation and details of regression analysis and provides in-depth practical analysis using the R programming language.


Produkteigenschaften


  • Artikelnummer: 9783031214790
  • Medium: Buch
  • ISBN: 978-3-031-21479-0
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 03.06.2023
  • Sprache(n): Englisch
  • Auflage: 2023
  • Serie: International Series in Operations Research & Management Science
  • Produktform: Gebunden
  • Gewicht: 612 g
  • Seiten: 276
  • Format (B x H x T): 160 x 241 x 22 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

1. Introduction.- 2. Basic Statistics and Functions using R.- 3. Regression Fundamentals.- 4. Simple Linear Regression.- 5. Multiple Regression.- 6. Estimation Intervals and Analysis of Variance.- 7. Predictor Variable Transformations.- 8. Model Diagnostics.- 9. Variable Selection.