Question

In: Statistics and Probability

Statistic Q2 A restaurant chain owner would like to know the sales of a certain signature...

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.

Solutions

Expert Solution

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.


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