Chapter 7 Equation Chapter 1 Section 1Water Quality in the Savannah River Basin - Discovering Partial Least Squares with JMP [Book]

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7Water Quality in the Savannah River Basin

Data Table Description

Initial Data Visualization

Missing Response Values

Impute Missing Data

Transforming AGPT

Differences by Ecoregion

Conclusions from Visual Analysis and Implications

A First PLS Model for the Savannah River Basin

Performing the Analysis

The Partial Least Squares Report

The NIPALS Fit Report

Defining a Pruned Model

A Pruned PLS Model for the Savannah River Basin

Saving the Prediction Formulas

Comparing Actual Values to Predicted Values for the Test Set

A First PLS Model for the Blue Ridge Ecoregion

Making the Subset

Reviewing the Data

Performing the Analysis

The NIPALS Fit Report

A Pruned PLS Model for the Blue Ridge ...

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