A Review of Linear Regression and some Basic Proofs for Lasso
The goal of this paper is to do some basic proofs for lasso and have a deep understanding of linear regression. In this paper, firstly I give a review of methods in linear regression, and most concerns with the method of lasso. Lasso for ¡®least absolute shrinkage and selection operator¡¯ is a regul...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Others |
| Published: |
Digital WPI
2010
|
| Subjects: | |
| Online Access: | https://digitalcommons.wpi.edu/etd-theses/88 https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=1087&context=etd-theses |