Discuss the below:
Q1: What is an ANOVA? Why is it called ANOVA (Explain the basic ideas behind an ANOVA)?
Q2: What test statistics do we derive in ANOVAs (include something about X^2 and relation to F-statstics)?
Q3: How do those test statistics fit into the standard linear model theory?
Q4: What is the connection between F and t-tests?
Q5: What are the differences between a nested and a crossed design?
Q6: What are fixed effects? What are random effects? What are mixed effects models?
Q7: What is interaction?