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MANE 6313

Week 13, Module F

Student Learning Outcome

  • Select an appropriate experimental design with one or more factors,
  • Select an appropriate model with one or more factors,
  • Evaluate statistical analyses of experimental designs,
  • Assess the model adequacy of any experimental design, and
  • Interpret model results.

Module Learning Outcome

Interpret contour and 3D plots in R

Graphical Analysis in R

  • R provides contour plots and 3D (perspective) plots
  • The second Box-Benkhen model from Module E will be used in this module

3D Plot

3D Plot

3D Plot with Theta=45, Phi=0

3D rotated 45 degrees around Theta

3D Plot with Theta=0,Phi=45

3D Plot Rotated 45 Degrees around Phi

3D Plot with Color

3D Plot with Solid Color

Non-image Contour Plot

Non-image Contour Plot

Contour Plot with More Lines

Contour Plot with 20 lines

Contour Plot as Image

Image Plot

3D Plot with Contours

3D Plot with Contours Added

R Demonstration