![Rank-Based Methods for Shrinkage and Selection](https://d3k2uuz9r025mk.cloudfront.net/media/image/53/44/0f/1697633115_790058901675_600x600.jpg)
Rank-Based Methods for Shrinkage and Selection
Kurzinformation
![Natural](https://shop.studibuch.de/media/image/c4/23/50/Buch-Vorteil.png)
![Coins](https://shop.studibuch.de/media/image/74/b1/94/Lieferung-Vorteil.png)
![Check](https://shop.studibuch.de/media/image/a1/0b/2c/Muenzen-Vorteil.png)
inkl. MwSt. Versandinformationen
Lieferzeit 1-3 Werktage
Lieferzeit 1-3 Werktage
![Zahlungsarten](/media/image/d6/9c/c0/Payments.png)
Beschreibung
Rank-Based Methods for Shrinkage and Selection A practical and hands-on guide to the theory and methodology of statistical estimation based on rank Robust statistics is an important field in contemporary mathematics and applied statistical methods. Rank-Based Methods for Shrinkage and Selection: With Application to Machine Learning describes techniques to produce higher quality data analysis in shrinkage and subset selection to obtain parsimonious models with outlier-free prediction. This book is intended for statisticians, economists, biostatisticians, data scientists and graduate students. Rank-Based Methods for Shrinkage and Selection elaborates on rank-based theory and application in machine learning to robustify the least squares methodology. It also includes: * Development of rank theory and application of shrinkage and selection * Methodology for robust data science using penalized rank estimators * Theory and methods of penalized rank dispersion for ridge, LASSO and Enet * Topics include Liu regression, high-dimension, and AR(p) * Novel rank-based logistic regression and neural networks * Problem sets include R code to demonstrate its use in machine learning von Saleh, A. K. Md. Ehsanes
Produktdetails
![](https://stb-media.cstatic.io/media/image/b1/82/59/handgeprueftSiegel.png)
So garantieren wir Dir zu jeder Zeit Premiumqualität.
Über den Autor
- Hardcover -
- Erschienen 2005
- Oldenbourg Wissenschaftsverlag
- Hardcover -
- Erschienen 1995
- Oldenbourg Wissensch.Vlg
- Hardcover
- 768 Seiten
- Erschienen 2021
- Cengage Learning EMEA