Multivariate Methods • Partial Least Squares Models • Statistical Details for the Partial Least Squares Platform • Standardized Scores and Loadings

For the latest version of JMP Help, visit JMP.com/help.

Previous
 • 
Next
Standardized Scores and Loadings
Consider the following notation:
•
ntr is the number of observations in the training set
•
m is the number of effects in X
•
k is the number of responses in Y
•
VarXi is the percent variation in X explained by the ith factor
•
VarYi is the percent variation in Y explained by the ith factor
•
XScorei is the vector of X scores for the ith factor
•
YScorei is the vector of Y scores for the ith factor
•
XLoadi is the vector of X loadings for the ith factor
•
YLoadi is the vector of Y loadings for the ith factor
Standardized Scores
The vector of ith Standardized X Scores is defined as follows:
The vector of ith Standardized Y Scores is defined as follows:
Standardized Loadings
The vector of ith Standardized X Loadings is defined as follows:
The vector of ith Standardized Y Loadings is defined as follows:

Previous
 • 
Next
Help created on 3/19/2020