Chapter 12 One-way ANOVA
This chapter is fantastic as I managed to work through the math in the chapter
and understand the basic essence of F-test. I am sure I would have read about
Ftest many times but I had never worked out the math. Thanks to this book, I
really wanted to derive the formula. Hence finally after 3 hours of effort, I
have managed to get the proof. In the process, I have understood the meaning of
ANOVA in a much deeper way. I have relearnt about the terminology that gets used
in ANOVA
- Treatment Sum of squares
- Error Sum of Squares
- Total Sum of Squares
- anova
function in R
- Assumptions relating to ANOVA
One can also use a Permutation test to do a p-value test for the observed F Statistic