Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:affects |
autocorrelation
multicollinearity heteroscedasticity |
| gptkbp:affiliatedWith |
statistical analysis
|
| gptkbp:appliesTo |
biostatistics
engineering social sciences econometrics |
| gptkbp:assumes |
linear relationship
|
| gptkbp:can_be_estimated_by |
gptkb:ordinary_least_squares
|
| https://www.w3.org/2000/01/rdf-schema#label |
multiple linear regression
|
| gptkbp:output |
regression coefficients
|
| gptkbp:reduces |
sum of squared residuals
|
| gptkbp:relatedTo |
gptkb:simple_linear_regression
gptkb:general_linear_model |
| gptkbp:requires |
dependent variable
independent variables |
| gptkbp:usedFor |
predicting a dependent variable
|
| gptkbp:uses |
multiple independent variables
|
| gptkbp:visualizes |
residual plots
|
| gptkbp:bfsParent |
gptkb:Linear_regression
gptkb:Partial_Least_Squares_(statistical_method) |
| gptkbp:bfsLayer |
7
|