The Two-Way ANOVA Calculator analyzes the effect of two independent variables on a dependent variable simultaneously. It separates the total variation into components due to each factor (Factor A and Factor B) and their interaction error. This method helps determine whether the mean differences across groups are statistically significant for both factors and how they interact. It is widely used in experiments involving two categorical variables such as treatment type and condition level.