Use the dataset from week$1$ exercise and then answer the following questions:Compare the following information between teaching and non$-$teaching hospitals.What are the main significant differences between teaching and non$-$teaching hospitals? $($use t$-$test$)$Comparing hospital net$-$benefit, which hospital has better performance? To answer this question first compute the hospital net benefits with subtracting hospital costs and revenues and then use t$-$test to compare the significant differences between teaching and non$-$teaching hospitals.Use a box$-$plot and compare hospitals$-$cost and hospital$-$revenues between teaching and non$-$teaching hospitals.Write a short paragraph and describe your findings and their importance for the managerial decision$-$making. List a specific managerial function and the way the processed date will be used to meet the managerial objectives.