least angle regression

GPTKB entity

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