ANCOVA models expand on ANOVA models by allowing both categorical and continuous predictors. This means researchers can include more types of variables in their analysis. ANCOVA models are like ANOVA models with added numerical predictors. They can be used to account for differences between groups and can be simple or more complex depending on the data. This approach helps researchers better understand relationships between variables in their studies.