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Experimental design, ANOVA vs. Regression, Fixed vs. Random effect R Workshop

Hey there!

This is a public GitHub repository to share the files needed for the Kansas State University 2020 AGSA R Workshop - Experimental Design, ANOVA, and Regression, taught by @leombastos.

The workshop was divided into 2 days, 2 hours per day:

  • day 1:

    • Intro to completly randomized design (CRD) and randomized complete block design (RCBD)
    • Differences between CRD and RCBD
    • What happens if you run the wrong design ANOVA
    • Should you treat your blocks as fixed or random?

  • day 2:

    • Difference between ANOVA and regression
    • Explore some cool applications of regression like
      • prediction
      • finding an optimum input rate that maximizes yield

Interested in "attending" the workshop?

  1. Download this repository (click on the green "Code" button above and select "Download ZIP")

  2. Unzip the repository, launch the RStudio project (by clicking on the "2020_rworkshop_designanovareg.Rproj" file).

  3. On RStudio, go to the "Files" tab (lower right), click on folder "markdown", and open file

    • "Day1_blank.Rmd" for day 1
    • "Day2_blank.Rmd" for day 2

  4. You can code along with us by watching the following YouTube videos:

    • day 1
    • day 2, incomplete due to technical issues.