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MANE 6313

Week 8, Module B

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 two-level factorial design using replicates as blocks in R.


Problem 6.11 (9th Edition)

  • Analyse the data from problem 6.11 treating replicates as blocks
  • Use code from Week 6, Module F as guide

Problem 6.11


Creating Data Frame using fac.design

fac.design data creation


Initial Model

Initial Model


Second Model

Second Model


Third Model

Third Model


Fourth Model

Fourth Model


Manual Creation of Data Frame

Manual Data Frame Creation


R Demonstration