The following table (see problem #7 on page 310 of attachment) lists the results of one question taken from a surveyconducted for Joe’s Bar and Grill. The Grill has recently undergone renovations, and with the new look, management has decided to change the menu. They are interested in knowing how well customers like the new menus.
(a) Calculate the mean, standard deviation, and confidence intervalfor menu preference assuming simple random samplingwas used.
(b) Calculate the mean, standard deviation, and confidence interval, for menu preference assuming stratified samplingbased on the meal eaten and used (i.e. the strata being breakfast, lunch and dinner customers). Assume that N/N = 1/2 and each stratum. How do the results compare with those you obtained with the previous sampling plan? Why?
The calculations are in the excel file attached. The discussion part for b. is below.
In the stratified sampling cases, standard deviations (S.D.s) and confidence intervals (C.I.) are significantly smaller than in the simple random sampling case.
If we look closely at the ratings, we see that customers …
This solution helps with various statistical problems involving calculating standard deviations and confidence intervals.