This assignment analyzes the relationship between different input variables, such as West Texas oil prices and McDonalds' stock prices, to predict future changes in share values. The analysis employs statistical techniques like regression analysis, VIF testing, and confidence interval estimation. The goal is to determine the predictive power of these variables on McDonalds' stock price fluctuations and assess the accuracy of the model.