Discovering Partial Least Squares with JMP

8Baking Bread That People Like

Background

The Data

Data Table Description

Missing Data Check

The First Stage Model

Visual Exploration of Overall Liking and Consumer Xs

The Plan for the First Stage Model

Stage One PLS Model

Stage One Pruned PLS Model

Stage One MLR Model

Comparing the Stage One Models

The Second Stage Model

Visual Exploration of Ys and Xs

Stage Two PLS Model

The Partial Least Squares Report

Stage Two MLR Model

The Combined Model for Overall Liking

Constructing the Prediction Formula

Viewing the Profiler

Conclusion

Background

Faced with a competitive landscape, consumer goods companies respond by bringing new, innovative products to market. These might be completely new products or variants of existing products that are expected ...