Regression in Engineering and the Applied Sciences: Applications in R

by Rajan Chattamvelli

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...

• Format: Hardcover
• Language: English
• ISBN: 3031766717
• ISBN13: 9783031766718
• Release Date: February 2025
• Publisher: Springer
• Length: 205 Pages