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This book presents a broad range of regression models including count regression models, constrained...
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Libristo code: 46631421
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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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About the book
Full name
Regression in Engineering and the Applied Sciences
Author
Rajan Chattamvelli
Language
English
English
Binding
Book - Hardback
Date of issue
2025
Number of pages
215
EAN
9783031766718
Libristo code
46631421
Publishers
Springer, Berlin
Dimensions
168 x 240
Categories
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