2SLS

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alternativeTo gptkb:ordinary_least_squares
gptkbp:assumes valid instruments
exogeneity of instruments
relevance of instruments
gptkbp:category linear regression
instrumental variable estimation
gptkbp:developedBy gptkb:Basmann
gptkb:Theil
gptkbp:firstPublished 1953
gptkbp:fullName gptkb:Two-Stage_Least_Squares
https://www.w3.org/2000/01/rdf-schema#label 2SLS
gptkbp:numberOfStages regress endogenous variables on instruments
gptkbp:output consistent estimators under certain conditions
gptkbp:relatedTo instrumental variables
gptkbp:step regress dependent variable on predicted values from step 1
gptkbp:usedFor addressing endogeneity
estimating structural equations
gptkbp:usedIn statistics
econometrics
gptkbp:bfsParent gptkb:LIML
gptkbp:bfsLayer 6