Sargan test
E764596
The Sargan test is a statistical test used in econometrics to assess the validity of instrumental variables by checking overidentifying restrictions in regression models.
Observed surface forms (1)
| Surface form | Occurrences |
|---|---|
| Sargan overidentification test | 1 |
Statements (46)
| Predicate | Object |
|---|---|
| instanceOf |
econometric test
ⓘ
statistical test ⓘ test of overidentifying restrictions ⓘ |
| alsoKnownAs |
Sargan overidentification test
NERFINISHED
ⓘ
Sargan overidentifying restrictions test NERFINISHED ⓘ |
| alternativeHypothesis |
at least one instrument is invalid
ⓘ
overidentifying restrictions are violated ⓘ |
| appliesTo |
instrumental variables models
ⓘ
linear regression with instrumental variables ⓘ overidentified IV regression models ⓘ |
| assumes | homoskedastic errors ⓘ |
| basedOn |
moment conditions implied by instruments
ⓘ
residuals from IV regression ⓘ |
| cannotBeAppliedTo | exactly identified IV models ⓘ |
| degreesOfFreedom | number of overidentifying restrictions ⓘ |
| field |
econometrics
ⓘ
statistics ⓘ |
| generalizationOf | tests of linear restrictions on moments ⓘ |
| hasLimitation | not robust to heteroskedasticity ⓘ |
| implementedIn |
EViews
NERFINISHED
ⓘ
Gretl NERFINISHED ⓘ R NERFINISHED ⓘ Stata NERFINISHED ⓘ other econometric software ⓘ |
| introducedBy | John Denis Sargan NERFINISHED ⓘ |
| introducedIn | 1958 ⓘ |
| namedAfter | John Denis Sargan NERFINISHED ⓘ |
| nullHypothesis |
all instruments are valid
ⓘ
overidentifying restrictions are satisfied ⓘ |
| relatedTo |
GMM overidentification test
ⓘ
Hansen J test ⓘ generalized method of moments ⓘ instrumental variables estimation ⓘ two-stage least squares ⓘ |
| requires | overidentified model ⓘ |
| robustVariant | Hansen J test ⓘ |
| testStatisticDependsOn |
number of overidentifying restrictions
ⓘ
sample size ⓘ |
| testStatisticDistribution | chi-squared distribution under the null ⓘ |
| usedFor |
assessing validity of instrumental variables
ⓘ
testing exogeneity of instruments ⓘ testing model specification in IV regression ⓘ testing overidentifying restrictions ⓘ |
| usedIn |
cross-sectional IV analysis
ⓘ
panel data models with IV ⓘ time series models with IV ⓘ |
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Sargan overidentification test