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MANE 6313

Week 10, 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

Analyze a one-quarter fraction using R.

Quarter Fraction Example -- Problem 8.11 (Textbook 9th edition)

Example Problem - 8.11

FrF2 Generators

FrF2 Generators Documentation

Incorrect Generators

Incorrect Generators

Change of Variables

Change of Variables

Correct FrF2 Design

Correct FrF2 Design

Design Details

Design Details

Add Response Variable

Adding Response Variable

Half Normal Plot

Half - Normal Plot

First Model

First Model

Residual Analysis: Normality Assumption

Residual Analysis: Normality

Residuals vs. Fitted Values

Residuals vs. Fitted Values

Residuals vs. Factor A

Residuals vs. Factor A

Residuals vs. Factor B

Residuals vs. Factor B

Residuals vs. Factor C

Residuals vs. Factor C

Residuals vs. Factor D

Residuals vs. Factor D

Residuals vs. Factor E

Residuals vs. Factor E

Standardized Residuals

Standardized Residuals