principal component regression
GPTKB entity
Statements (17)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:basedOn |
gptkb:principal_component_analysis
|
| gptkbp:handles |
multicollinearity
|
| https://www.w3.org/2000/01/rdf-schema#label |
principal component regression
|
| gptkbp:input |
predictor variables
|
| gptkbp:numberOfStages |
compute principal components
|
| gptkbp:output |
regression coefficients
|
| gptkbp:proposedBy |
gptkb:Harold_Hotelling
|
| gptkbp:relatedTo |
gptkb:multiple_linear_regression
gptkb:partial_least_squares_regression |
| gptkbp:step |
regress response on principal components
|
| gptkbp:usedFor |
statistical analysis
dimensionality reduction |
| gptkbp:usedIn |
gptkb:machine_learning
statistics |
| gptkbp:bfsParent |
gptkb:Ordinary_least_squares
|
| gptkbp:bfsLayer |
7
|