Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:allows |
non-linear relationships
|
| gptkbp:application |
gptkb:dictionary
statistical analysis time series analysis |
| gptkbp:citation |
gptkb:Generalized_Additive_Models_(Hastie_&_Tibshirani,_1990)
|
| gptkbp:extendsTo |
gptkb:generalized_linear_models
|
| https://www.w3.org/2000/01/rdf-schema#label |
GAMs
|
| gptkbp:implementedIn |
gptkb:Python
gptkb:mgcv_package gptkb:pyGAM_library R |
| gptkbp:introduced |
gptkb:Robert_Tibshirani
gptkb:Trevor_Hastie |
| gptkbp:introducedIn |
1986
|
| gptkbp:relatedTo |
nonparametric regression
splines penalized regression additive models |
| gptkbp:standsFor |
gptkb:Generalized_Additive_Models
|
| gptkbp:usedIn |
gptkb:machine_learning
data science statistics |
| gptkbp:uses |
smoothing functions
|
| gptkbp:bfsParent |
gptkb:generalized_additive_models
|
| gptkbp:bfsLayer |
7
|