JMP 14.0 Online Documentation (English)
Discovering JMP
Using JMP
Basic Analysis
Essential Graphing
Profilers
Design of Experiments Guide
Fitting Linear Models
Predictive and Specialized Modeling
Multivariate Methods
Quality and Process Methods
Reliability and Survival Methods
Consumer Research
Scripting Guide
JSL Syntax Reference
JMP iPad Help
JMP Interactive HTML
Capabilities Index
JMP 13 Online Documentation
JMP 12 Online Documentation
Multivariate Methods
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Partial Least Squares Models
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Partial Least Squares Report
• Model Fit Report
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Model Fit Report
The Model Fit Report shows detailed results for each fitted model. The fit uses either the optimum number of factors based on cross validation, or the specified number of factors if no cross validation methods are specified. The report title indicates whether NIPALS or SIMPLS was used and gives the number of extracted factors.
Figure 5.11
Model Fit Report
The Model Fit report includes the following summary information:
X-Y Scores Plots
Scatterplots of the X and Y scores for each extracted factor.
Percent Variation Explained
Shows the percent variation and cumulative percent variation explained for both X and Y. Results are given for each extracted factor.
Model Coefficients for Centered and Scaled Data
For each Y, shows the coefficients of the Xs for the model based on the centered and scaled data.
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Help created on 7/12/2018