Using the date provided in problem 12 of chapter 6, develop the projection for wins of the 15 year using the following models:

Using the date provided in problem 12 of chapter 6, develop the projection for wins of the 15 year using the following models:
1. Linear regression
2. Moving Average using a N= 4, and N=6
3. Weight Moving Average with (45%, 30%, 25%)
4. Exponential Smoothing with alpha =20%

Calculate the MAD for each model and determine which model is more aligned with the trend of the values.

Calculate R and F for the Linear regression and make your interpretation.