Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical theorem
|
| gptkbp:appliesTo |
linear models
|
| gptkbp:assumes |
errors are uncorrelated
errors have equal variance (homoscedasticity) errors have zero mean regressors are non-random |
| gptkbp:compatibleWith |
normality of errors
|
| gptkbp:field |
statistics
linear regression |
| https://www.w3.org/2000/01/rdf-schema#label |
Gauss-Markov theorem
|
| gptkbp:namedAfter |
gptkb:Andrey_Markov
gptkb:Carl_Friedrich_Gauss |
| gptkbp:publishedIn |
gptkb:A._Markov's_1900_paper
|
| gptkbp:relatedTo |
gptkb:ordinary_least_squares
BLUE (Best Linear Unbiased Estimator) |
| gptkbp:state |
the ordinary least squares estimator is the best linear unbiased estimator (BLUE) under certain conditions
|
| gptkbp:usedIn |
gptkb:machine_learning
data analysis econometrics |
| gptkbp:bfsParent |
gptkb:OLS
|
| gptkbp:bfsLayer |
6
|