Statements (21)
Predicate | Object |
---|---|
gptkbp:instanceOf |
statistical analysis
|
gptkbp:abbreviation |
gptkb:LARS
|
gptkbp:application |
gptkb:machine_learning
data science statistics |
gptkbp:feature |
computationally efficient
efficient for high-dimensional data produces entire 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
forward stepwise regression |
gptkbp:usedFor |
statistical analysis
variable selection |
gptkbp:bfsParent |
gptkb:LASSO
|
gptkbp:bfsLayer |
6
|