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Arizona State University

Random Models, Nested and Split-plot Designs

Arizona State University via Coursera


Many experiments involve factors whose levels are chosen at random. A well-know situation is the study of measurement systems to determine their capability. This course presents the design and analysis of these types of experiments, including modern methods for estimating the components of variability in these systems. The course also covers experiments with nested factors, and experiments with hard-to-change factors that require split-plot designs. We also provide an overview of designs for experiments with response distributions from nonnormal response distributions and experiments with covariates.


  • Unit 1: Experiments with Random Factors
  • Unit 2: Nested and Split-Plot Designs
  • Unit 3: Other Design and Analysis Topics

Taught by

Douglas C. Montgomery

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