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STATS 502: Analysis of Variance and Design of Experiments



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STATS 502: Analysis of Variance and Design of Experiments

The Pennsylvania State University


This consists of the following topics:

  • The main concepts of Analysis of variance and Designs of experiments.

  • What are factorial and nested designs?

  • Managing unbalanced data.

  • The concepts of Analysis of Covariance(ANCOVA)

  • The different types of experiments - Block experiment, Latin square experiments.

  • The idea of split plot.

  • Details of repeated measures designs.

Overview of the course:

The chapter gives a detailed introduction to ANOVA and design of experiments methods providing the definition and explanation of different terms. The discussion and analysis of different types of designs and factorial design. Also, the method of ANCOVA, split plots and repeated measure designs are been provided.

Prerequisites includes:

  • STAT 501 is recommended.

 

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