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Chattamvelli

Regression in Engineering and the Applied Sciences

Applications in R

Medium: Buch
ISBN: 978-3-031-76671-8
Verlag: Springer International Publishing AG
Erscheinungstermin: 25.04.2025
Lieferfrist: bis zu 10 Tage

This book presents a broad range of regression models including count regression models, constrained and penalised regression models such as ridge, LASSO, and elasticnet regression that are used in various applied science fields. The author describes the historical development of the least squares principle, simple linear regression, and Polynomial regression. In addition, logistic regression and multiple linear regression are discussed at length. A novel method to estimate the slope of linear regression is presented along with an emphasis on the importance of numeric problems.


Produkteigenschaften


  • Artikelnummer: 9783031766718
  • Medium: Buch
  • ISBN: 978-3-031-76671-8
  • Verlag: Springer International Publishing AG
  • Erscheinungstermin: 25.04.2025
  • Sprache(n): Englisch
  • Auflage: 2025. Auflage 2025
  • Serie: Synthesis Lectures on Mathematics & Statistics
  • Produktform: Gebunden
  • Seiten: 205
  • Format (B x H): 168 x 240 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Types of Regression.- Simple Liner Regression.- Logistic Regression.- Multiple Linear Regression.- Applications of Regression.