27 An advertiser wants to estimate the average wait time that a customer has in the drive-through for a particular fast food chain. The advertiser wants to run a campaign where the fast food chain claims to have shorter wait times thanany other restaurant. The fast food chain's competitor has an average wait time of 240 seconds (4 minutes). The advertiser enlists a statistician to find evidence that the fast food chain has a shorter average wait time than thecompetitor. A random sample of 24 customers were asked to record the wait time that it took for them to receive their food.Would conducting a hypothesis test using the t-distribution be appropriate in this situation?Distribution of Wait Times for a Random Sample of 24 CustomersProportion of CustomersL.0.30.20.1200400600800Wait Time (in seconds) Distribution of Wait Times for a Random Sample of 24 Customers200400Wait Time (in seconds)600800O a. Yes, conducting a hypothesis test using the t-distribution would be appropriate.O b. No, conducting a hypothesis test using the t-distribution would not be appropriate because np and n(1 - p) are less than 10.O c. No, conducting a hypothesis test using the t-distribution would not be appropriate because the data are extremely skewed and outliers are present.O d. No, conducting a hypothesis test using the t-distribution would not be appropriate since we do not know the population standard deviation.

We have given that the data represented in two graphs histogram and box plot.

O a. Yes, conducting a hypothesis test using the t-distribution would be appropriate. O b. No, conducting a hypothesis test using the t-distribution would not be appropriate because np and n(1 are less than 10. O c. No, conducting a hypothesis test using the t-distribution would not be appropriate because the data are extremely skewed and outliers are present. O d. No, conducting a hypothesis test using the t-distribution would not be appropriate since we do not know the population standard deviation.