Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:LARS
|
| gptkbp:application |
gptkb:machine_learning
data science statistics |
| gptkbp:feature |
efficient computation
produces full piecewise linear solution path |
| https://www.w3.org/2000/01/rdf-schema#label |
Least Angle Regression
|
| gptkbp:introduced |
gptkb:Robert_Tibshirani
gptkb:Trevor_Hastie gptkb:Bradley_Efron gptkb:Iain_Johnstone 2002 |
| gptkbp:publishedIn |
gptkb:Annals_of_Statistics
|
| gptkbp:relatedTo |
gptkb:Lasso_regression
forward stepwise regression least squares regression |
| gptkbp:type |
iterative
|
| gptkbp:used_in |
high-dimensional data analysis
|
| gptkbp:usedFor |
statistical analysis
variable selection |
| gptkbp:bfsParent |
gptkb:LARS
|
| gptkbp:bfsLayer |
6
|