Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:GAMs
|
| gptkbp:citation |
gptkb:Generalized_Additive_Models_(Hastie_&_Tibshirani,_1990)
|
| gptkbp:component |
additive functions
link function smoothing functions |
| gptkbp:developedBy |
gptkb:Robert_Tibshirani
gptkb:Trevor_Hastie |
| 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 R |
| gptkbp:introducedIn |
1986
|
| gptkbp:relatedTo |
nonparametric regression
semiparametric models spline regression |
| gptkbp:usedFor |
statistical analysis
nonlinear modeling |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:generalized_linear_models
|
| gptkbp:bfsLayer |
6
|