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商品詳細
Regression in Engineering and the Applied Sciences : Applications in R.
・ISBN 978-3-031-76671-8 hard EUR 39.99
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| 著者・編者 | Chattamvelli, Rajan, |
|---|---|
| シリーズ | Synthesis Lectures on Mathematics & Statistics |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2025 |
| ページ数 | 215 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-13648＞ |
解説
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.