New statistical test revolutionizes model comparison for better data fit!
The extra sum-of-squares F test helps us decide which model to choose when comparing two models with different numbers of parameters. This test considers the sum-of-squares, the number of data points, and the parameters in each model. By calculating an F ratio and a P value, we can determine which model fits the data better.