Linear Models for Experiments

Here you can find chapters that introduce basic aspects of linear models, ANOVA, estimated marginal means, post hoc Tests and some experimental designs. You should be familiar with the knowledge taught in the “R Basics” chapters.

The chapters in this section use the R packages below. Run this once to install any that are missing:

pkgs <- c(
  "tidyverse", "here", "scales", "glue", "broom",
  "broom.mixed", "emmeans", "multcomp", "multcompView", "desplot",
  "ggtext", "agridat", "agricolae", "FielDHub", "car",
  "lme4", "lmerTest", "nlme", "glmmTMB", "pbkrtest",
  "lmtest", "sandwich", "easystats", "olsrr"
)
install.packages(setdiff(pkgs, rownames(installed.packages())))

How to navigate ..

.. through chapters

You can navigate chapters by clicking on the table of chapters on the left. Alternatively, you can always go to the next chapter by clicking on its name at the end (i.e. scroll all the way down)

.. through content within chapters

Within a chapter, you can navigate through the content by clicking on the table of contents on the right.