Data: OfficeChoice2.csv Run binary logit model using four attributes (expensive, convenient, service, large choices) and the choice outcome variable (Choice) for Office Star Use "binary logistic reg.R" o Make sure that you have a right data (you have to create a new data to correctly fit the format of R script in terms of rows and columns) . Interpret the result o Interpretation of coefficient o convert into odds ratio and interpretation of odds ratio O Which vairalbes are most important for the choice of Office Star? o Based on this result, what recommendation would you provide to the CEO of Office Star?Choice Pastpurchases Expensive Convenient Service Largechoice Logit 0 4 N 5 1 7 O O W VAN J V A U N N N A J NON JON bo o o o o o o o o o o o o o 0 0 0 0 0 0 0 0 0 0 0 060 0 H J UAWUMARUUA V WNWNAMAW OHOOOOHOOHOOHOOHHOP JW NUAONA NUGANPUP 1 4 A bo 0.001 b1 0.001 b2 0.001 b3 0.001 b4 0.001 b5 0.001