case study bqt about sunglass stores
TRANSCRIPT
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1. Estimate the mean price of a pair of sunglasses sold at (a) an optical store (b) A sunglasses specialty store, and(c) a department store. Use 200 as the midpoint for 151+.
Answer
A. Mean Price of Optical store
C - I ∫ X ∫xMean Price of Optical store
0 – 1011 – 3031 – 5051 – 75
76 – 100101 – 150
151 +
0290
316412403654842478
520.540.56388
125.5200
05945
1251427812
32155210567195600
∑ ∫ x∑ ∫
= 7350309668
= 76.03
9668 735030
B. A sunglasses specialty store
C - I ∫ X ∫xMean Price of Sunglass
Specialty store
0 – 1011 – 3031 – 5051 – 75
76 – 100101 – 150
151 +
192708
251516971145805378
520.540.56388
125.5200
96014514
101857.5106911100760
101027.575600
∑ ∫ x∑ ∫
= 5016307440
= 67.42
7440 501630
C. Mean price of department store
C - I ∫ X ∫xMean price of department
store
0 – 1011 – 3031 – 5051 – 75
76 – 100101 – 150
151 +
12241464152748838165
520.540.56388
125.5200
612030012
61843.530744334420081000
∑ ∫ x∑ ∫
= 135071.54762
= 28.36
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4762 135071.5
2. Which type of outlet had the greatest total revenue?
Answer.
x 5 20.5
40.5
63 88 125.5
200 Total Unit
Total Revenue
Optical store
0 292 3164
1240
3654 842 478 9668 735030
Specialty 192 708 2515
1697
1145 805 378 7440 501630
Department 1224
1464
1527
488 38 16 5 4762 135072
Discount 8793
5284
147 67 16 8 0 14315 164874
Showroom 153 100 65 35 29 9 0 391 11334Merchandise 614
7495 0 0 0 0 0 6642 40883
Supermarket 14108
316 0 0 0 0 0 14424 77108
Convenience 19726
2985
0 0 0 0 0 22711 159823
Chain Drug 17883
3432
50 0 0 0 0 21365 161796
Indep Drug 1352
1110
12 0 0 0 0 2474 30001
Chain apparel
3464
1804
186 112 40 17 7 5630 75945
Chain Sports 672 526 430 72 45 18 4 1767 43113Ind Sports
store875 199
7132
0528 206 85 11 5022 163033
Reasoning : Optical stores have the greatest total revenue. This is calculated by assuming uniformity and using the midpoint of the ranges. Total revenue is thus price multiplied by pairs sold
3. Which type of outlet had the greatest revenue per location? Explain your reasoning
Location Total Revenue
Revenue Per
LocationOptical store 34043 735030 21.59Specialty 2060 501630 243.51
Department 6866 135072 19.67Discount 10376 164874 15.89
Showroom 887 11334 12.78Merchandise 11868 40883 3.44Supermarket 21613 77108 3.56
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Convenience 83613 159823 1.91Chain Drug 31127 161796 5.20Indep Drug 7034 30001 4.27
Chain apparel
26831 75945 2.83
Chain Sports 5760 43113 7.48Ind Sports
store14683 163033 11.10
Revenue per Location obtain by Divide the total Revenue from each store by the number of locations of stores
Reasoning : The sunglasses specialty store has the greatest Revenue per location
4. Estimate the standard deviation for a pair of sunglasses sold at (a) optical stores, (b) sunglasses specialty, (c ) Department store
Answer: a) optical stores
x X2 ∫ ∫ x ∫ x2
520.540.56383
125.5200
25420.25
1640.2539697744
15750.2540000
0290
316412403654842478
05945
12814278120
32155210567195600
0121872.551897514921560
2829657613261710.519120000
9668 735030 70911470
Standard deviation = √ ∫ x2∫ −( ∫ x∫ )2
= √ 709114709668−( 7350309668 )
2
= √7335.42−¿¿
= √7335.42−5780.12
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= √1555.3
= 39.43
(b) sunglasses specialty,
x X2 ∫ ∫ x ∫ x2
520.540.56383
125.5200
25420.25
1640.2539697744
15750.2540000
192208
251516971145805378
96014514
1018575106911100760
101027.575600
4800297537
4125228.7567353938866880
12678951.2515120000
7440 501630 47828790
Standard deviation = √ ∫ x2∫ −( ∫ x∫ )2
= √ 478287907440−( 5016307440 )
2
= √6428.60−¿¿
= √6428.60−4545.91
= √1882.69
= 43.38
(c ) Department store
x X2 ∫ ∫ x ∫ x2
520.540.56383
125.5200
25420.25
1640.2539697744
15750.2540000
12241464152748838165
612030012
61843.530744334420081000
30600615246
2504661.751936872294272252004200000
4762 135071.5 5833655.75
Standard deviation = √ ∫ x2∫ −( ∫ x∫ )2
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= √ 5833655.754762−( 135071.54762 )
2
= √1225.04−¿¿
= √1225.04−4545.91
= √420.501
= 20.5
4. Standard Deviation Of the 13 distributions, which has the greatest standard deviation? Explain your reasoning.
Answer: Standard Deviation Of the
13 distributions
Optical Store 39.43Specialty 43.38
Department 20.5Discount 9.1
Showroom 29.01Merchandis
e4.07
Supermarket
2.26
Convenience
5.24
Chain Drug 5.95Indep Drug 7.95
Chain apparel
15.76
Chain Sports
22.90
Ind Sports store
24.82
Sunglasses specialty, has the greatest standard deviation because it has more profit than other type of stores
6. Bell-Shaped Distribution Of the 13 distributions, which is more bell shaped? Explain
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By constructing histograms to all the given 13 distributions, we can clearly observe that distribution of sunglass specialty store appeared to be more bell - shaped