Heckman selection model

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:address non-randomly selected samples
gptkbp:alsoKnownAs Heckit model
gptkbp:appliesTo labor economics
education economics
health economics
gptkbp:awarded James Heckman Nobel Prize in Economics
gptkbp:citation gptkb:Heckman,_J._J._(1979)._Sample_Selection_Bias_as_a_Specification_Error._Econometrica,_47(1),_153-161.
gptkbp:consistsOf outcome equation
selection equation
gptkbp:developedBy gptkb:James_Heckman
gptkbp:hasConcept inverse Mills ratio
https://www.w3.org/2000/01/rdf-schema#label Heckman selection model
gptkbp:inferenceMethod maximum likelihood estimation
two-step estimation
gptkbp:introducedIn 1979
gptkbp:publishedIn gptkb:Econometrica
gptkbp:relatedTo gptkb:censored_regression_model
probit model
gptkbp:usedFor correcting sample selection bias
gptkbp:usedIn econometrics
gptkbp:bfsParent gptkb:James_Heckman
gptkbp:bfsLayer 5