# Regression Shrinkage and Selection Via the Lasso

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/regression-shrinkage-and-selection-via-the-lasso/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Robert Tibshirani |
| Citations | 52,325 |
| DOI | 10.1111/j.2517-6161.1996.tb02080.x |
| Fields | Computer Science,Mathematics |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W2135046866 |
| Type | article |
| Year | 1996 |

## Paper authors

- [Robert Tibshirani](https://scholariq.org/researchers/robert-tibshirani/)

## Paper primary topic

- [Statistical Methods and Inference](https://scholariq.org/topics/statistical-methods-and-inference/)

## Paper topics

- [Statistical Methods and Inference](https://scholariq.org/topics/statistical-methods-and-inference/)
- [Bayesian Methods and Mixture Models](https://scholariq.org/topics/bayesian-methods-and-mixture-models/)
- [Advanced Statistical Methods and Models](https://scholariq.org/topics/advanced-statistical-methods-and-models/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.