Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:statistical_analysis
|
| gptkbp:abbreviation |
gptkb:GLM
|
| gptkbp:application |
survival analysis
binary classification count data modeling |
| gptkbp:assumes |
independent observations
exponential family distribution |
| gptkbp:citation |
gptkb:Nelder,_J.A._and_Wedderburn,_R.W.M._(1972)._Generalized_Linear_Models._Journal_of_the_Royal_Statistical_Society,_Series_A.
|
| gptkbp:component |
link function
random component systematic component |
| gptkbp:generalizes |
gptkb:Poisson_regression
linear regression logistic regression |
| gptkbp:introduced |
gptkb:John_Nelder
gptkb:Robert_Wedderburn |
| gptkbp:introducedIn |
1972
|
| gptkbp:parameter |
maximum likelihood estimation
|
| gptkbp:relatedTo |
gptkb:generalized_additive_models
gptkb:generalized_estimating_equations |
| gptkbp:software |
gptkb:Python
gptkb:SAS gptkb:SPSS R |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:Exponential_family
|
| gptkbp:bfsLayer |
6
|
| https://www.w3.org/2000/01/rdf-schema#label |
Generalized linear models
|