In: Statistics and Probability
Statistic
Q2
A restaurant chain owner would like to know the sales of a certain signature dish in his restaurants. A random sample of 120 restaurants is selected and the sales of the dish in 2018 are summarized as follows.
Sales (in thousand ($)) | Frequency |
26 – 30 | 6 |
31 – 35 | 12 |
36 – 40 | 15 |
41 – 45 | 36 |
46 – 50 | 21 |
51 – 55 | 20 |
56 – 60 | 10 |
Q2(a) Calculate the mean, median and standard deviation of the sales.
Q2(b) Calculate the coefficient of skewness using results in (a) and interpret your result briefly.
Q2(c) Estimate, from the frequency distribution table, the number of restaurants who sales were between $38,500 and $54,500 in 2018.
Q2(d) Estimate, from the frequency distribution table, the sales amount that exceeded by 30% of the restaurants in 2018.
Sales (in thousand ($)) | Frequency (f) | Mid value (=x) | x*f | x2*f | Cumulative frequency (< type) |
26 – 30 | 6 | 28 | 168 | 4704 | 6 |
31 – 35 | 12 | 33 | 396 | 13068 | 18 |
36 – 40 | 15 | 38 | 570 | 21660 | 33 |
41 – 45 | 36 | 43 | 1548 | 66564 | 69 |
46 – 50 | 21 | 48 | 1008 | 48384 | 90 |
51 – 55 | 20 | 53 | 1060 | 56180 | 110 |
56 – 60 | 10 | 58 | 580 | 33640 | 120 |
Total= | 120 | 5330 | 244200 | ||
Average= | 44.41667 | 2035 |
(c)
The estimated number of restaurants who sales were between $38,500 and $54,500 in 2018=104-28=76.
(d) 30% of 120=0.30*120=36
The estimated sales amount that exceeded by 30% of the restaurants in 2018=$41000.