Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:GAMs
|
| gptkbp:component |
additive functions
link function smoothing functions linear predictor |
| gptkbp:generalizes |
gptkb:generalized_linear_models
|
| https://www.w3.org/2000/01/rdf-schema#label |
Generalized Additive Models
|
| gptkbp:implementedIn |
gptkb:Python
gptkb:mgcv_package gptkb:pyGAM_library R |
| gptkbp:introduced |
gptkb:Robert_Tibshirani
gptkb:Trevor_Hastie |
| gptkbp:introducedIn |
1986
|
| gptkbp:publishedIn |
gptkb:Journal_of_the_Royal_Statistical_Society,_Series_B
|
| gptkbp:relatedTo |
nonparametric regression
spline regression penalized regression |
| gptkbp:usedFor |
gptkb:dictionary
statistical analysis |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:GAMs
gptkb:Generalized_Linear_Models gptkb:pyGAM |
| gptkbp:bfsLayer |
8
|