Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:assesses |
mean squared error
R-squared |
| gptkbp:assumes |
homoscedasticity
linear relationship independence of errors normality of errors |
| gptkbp:estimatedCost |
least squares method
|
| gptkbp:hasDependentVariable |
response variable
|
| gptkbp:hasEquation |
y = a + bx
|
| gptkbp:hasIndependentVariable |
predictor variable
|
| https://www.w3.org/2000/01/rdf-schema#label |
simple linear regression
|
| gptkbp:output |
predicted value
|
| gptkbp:parameter |
slope
intercept |
| gptkbp:reduces |
sum of squared errors
|
| gptkbp:requires |
continuous variables
|
| gptkbp:usedFor |
predicting relationship between two variables
|
| gptkbp:usedIn |
gptkb:machine_learning
data analysis statistics |
| gptkbp:bfsParent |
gptkb:Linear_regression
|
| gptkbp:bfsLayer |
7
|