Overlaid Contour Plot
Poisson Regression

Summary

  

Use overlaid contour plots to jointly evaluate multiple responses. Minitab draws contours for each response and overlays them in a single graph. Overlaid contour plots can help you identify variable settings that optimize a single response or set of responses.

Contour plots for regression show how response variables relate to two continuous variables while holding the rest of the variables in the model at fixed settings.

Data Description

A manufacturer produces molded resin parts. Contamination in hoses and abrasions to resin pellets can lead to discolored streaks in the final product. Higher temperatures and faster rates of transfer can cause pellets to clump together. Clumps can be difficult to move through hoses and into molds. The company collects data on the number of defects per hour.

Column

Name

Description

C1

Size of Screw

The large screw moves resin pellets through transfer hoses faster.

C2

Hours Since Cleanse

The time since workers cleaned the hoses.

C3

Temperature

The temperature around the pellets during transfer.

C4

Discoloration defects

The number of discolored streaks in the batch of final products.

C5

Clump defects

The number of clumps of pellets so large as to be defects.

Data: ResinDefects.MTW (available in the Sample Data folder).

 

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