Firth's bias reduction method
GPTKB entity
AI-created image
Statements (14)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:appliesTo |
maximum likelihood estimation
|
| gptkbp:citation |
gptkb:Firth,_D._(1993)._Bias_reduction_of_maximum_likelihood_estimates._Biometrika,_80(1),_27-38.
|
| gptkbp:developedBy |
gptkb:David_Firth
|
| gptkbp:effect |
prevents separation in logistic regression
|
| https://www.w3.org/2000/01/rdf-schema#label |
Firth's bias reduction method
|
| gptkbp:introducedIn |
1993
|
| gptkbp:method |
penalized likelihood
|
| gptkbp:penalty |
gptkb:Jeffreys_prior
|
| gptkbp:publishedIn |
gptkb:Biometrika
|
| gptkbp:purpose |
reduce small-sample bias
|
| gptkbp:usedIn |
logistic regression
|
| gptkbp:bfsParent |
gptkb:David_Firth
|
| gptkbp:bfsLayer |
4
|