Statements (37)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:OLS
|
| gptkbp:assumes |
homoscedasticity
linearity independence of errors no multicollinearity errors have zero mean |
| gptkbp:category |
statistical estimation
regression methods |
| gptkbp:contrastsWith |
gptkb:generalized_least_squares
gptkb:LASSO_regression ridge regression weighted least squares |
| https://www.w3.org/2000/01/rdf-schema#label |
Ordinary Least Squares
|
| gptkbp:introduced |
gptkb:Carl_Friedrich_Gauss
gptkb:Adrien-Marie_Legendre |
| gptkbp:output |
regression coefficients
residuals fitted values |
| gptkbp:reduces |
sum of squared residuals
|
| gptkbp:relatedTo |
gptkb:Gauss-Markov_theorem
statistical analysis linear model |
| gptkbp:solvedBy |
gptkb:algebra
normal equations |
| gptkbp:type |
estimation method
|
| gptkbp:used_in |
statistics
econometrics |
| gptkbp:usedFor |
linear regression
parameter estimation trend analysis predictive modeling |
| gptkbp:yield |
best linear unbiased estimator
|
| gptkbp:bfsParent |
gptkb:OLS
gptkb:Linear_Regression gptkb:Ridge_Regression |
| gptkbp:bfsLayer |
6
|