Kniha Regression in Engineering and the Applied Sciences Rajan Chattamvelli

Regression in Engineering and the Applied Sciences

Applications in R

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: 50 % šanca
Prehľadáme celý svet
44.64
This book presents a broad range of regression models including count regression models, constrained...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2025
Stránok
215
EAN
9783031766718
Enbook ID
46631421
Vydavateľ
Rozmery
168 x 240

Kompletný popis

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.

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