partial least squares regression
GPTKB entity
Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:alsoKnownAs |
gptkb:PLS_regression
|
| gptkbp:appliesTo |
gptkb:chemometrics
bioinformatics econometrics |
| gptkbp:category |
statistical analysis
supervised learning |
| gptkbp:developedBy |
gptkb:Herman_Wold
|
| gptkbp:handles |
high-dimensional data
collinearity |
| https://www.w3.org/2000/01/rdf-schema#label |
partial least squares regression
|
| gptkbp:input |
predictor variables
response variables |
| gptkbp:introducedIn |
1960s
|
| gptkbp:output |
latent variables
regression coefficients |
| gptkbp:relatedTo |
gptkb:principal_component_analysis
gptkb:multiple_linear_regression |
| gptkbp:usedFor |
multivariate analysis
predictive modeling dimension reduction |
| gptkbp:bfsParent |
gptkb:principal_component_regression
gptkb:Lennart_Wold gptkb:PLS_discriminant_analysis |
| gptkbp:bfsLayer |
8
|