Linear Model Complexities

This book began with the simplest types of linear model: one-way ANOVA and its simple linear regression equivalent. However, once more complex ANOVA and ANCOVA designs were encountered some complexities arose that were then skipped over. This chapter explores these complexities of linear-model analysis and some additional ones that arise with unbalanced designs—those with unequal numbers of replicates in the different treatment groups.