Question

In: Statistics and Probability

1. Calculate the mean Days in Inventory for the cars in the sample. Also, do the...

1. Calculate the mean Days in Inventory for the cars in the sample. Also, do the following: Compare the mean to the median and the mode. Highlight the value that would be a better representation of the "typical" price of a car in inventory.

2. Calculate the standard deviation of the Days in Inventory for the cars in the sample.

3. Calculate the 5 number summary for the suggested retail prices of the cars in the sample. This consists of the 1st, 2nd, 3rd, 4th quartile, and the IQR.

Sample Car # Color MPG Suggest Retail Price Option Package Days in Inventory
1 Grey 27.6 $    24,390.00 LX 1
2 Grey 32.4 $    21,780.00 Touring 10
3 Blue 33.2 $    21,149.00 Touring 28
4 Black 34.7 $    22,069.00 LX 21
5 Blue 27.2 $    22,532.00 Touring 16
6 Blue 26.6 $    20,345.00 Touring 22
7 Red 37.3 $    22,112.00 EX 12
8 Silver 34.9 $    21,289.00 Touring 23
9 Silver 29.6 $    24,871.00 LX 15
10 Silver 32.3 $    25,389.00 EX 8
11 Grey 31.9 $    25,998.00 EX 28
12 Red 26.4 $    19,713.00 LX 55
13 Black 34.8 $    25,213.00 EX 2
14 Silver 35.9 $    24,467.00 Touring 33
15 Black 34.6 $    21,402.00 LX 17
16 Black 33.3 $    20,351.00 LX 14
17 Grey 33.1 $    23,732.00 Touring 1
18 Red 37.5 $    24,558.00 Touring 2
19 Red 27.8 $    19,167.00 LX 18
20 Red 36.1 $    19,903.00 Touring 22
21 Blue 28.8 $    22,140.00 Touring 19
22 Red 26.2 $    22,180.00 EX 41
23 Silver 27.4 $    23,120.00 Touring 33
24 Black 34.9 $    19,837.00 Touring 21
25 Red 36.5 $    24,666.00 EX 31
26 Red 26.3 $    19,446.00 EX 35
27 Blue 31.4 $    23,954.00 Touring 11
28 Blue 30.9 $    21,201.00 LX 3
29 Red 27.4 $    21,346.00 EX 26
30 Red 36 $    19,406.00 EX 31

Solutions

Expert Solution

Question 1

Here, we have to find the mean days in Inventory for the cars in the given sample. The descriptive statistics for the days in Inventory by using excel are summarised as below:

It is observed that the mean number of days in Inventory is given as 19.97 days approximately.

It is observed that the median number of days in Inventory is given as 20 days.

It is observed that the mode number of days in inventory is given as 1 day.

That is, mean and median numbers of days in Inventory are approximately equal, while the mode number of days in Inventory is very different than that of mean and median.

Days in Inventory

Mean

19.96666667

Standard Error

2.347159366

Median

20

Mode

1

Standard Deviation

12.85592131

Sample Variance

165.2747126

Kurtosis

0.457174971

Skewness

0.515149156

Range

54

Minimum

1

Maximum

55

Sum

599

Count

30

Now, we have to find the descriptive statistics for the suggest retail price for the cars in the sample which is given as below:

Suggest Retail Price

Mean

22257.53333

Standard Error

373.9559681

Median

22090.5

Mode

#N/A

Standard Deviation

2048.241192

Sample Variance

4195291.982

Kurtosis

-1.18527282

Skewness

0.191610515

Range

6831

Minimum

19167

Maximum

25998

Sum

667726

Count

30

The median price would be a better representation of the typical price of a car in inventory. The median price is given as $22,090.5. The mean retail price for the cars in the sample is given as $22,257.53 approximately.

Question 2

The standard deviation for the days in Inventory for the cars in the sample is given as 12.86 days approximately.

Question 3

Here, we have to find out 5 number summary for the suggested retail prices of the cars in the sample.

The 5 number summary by using excel is given as below:

Minimum = $19,167

First Quartile = Q1 = $20,351

Second Quartile = Q2 = Median = $22,090.5

Third Quartile = Q3 = $24,390

Maximum = $25,998

Inter-quartile Range = IQR = Q3 - Q1 = $24,390 - $20,351 = $4,039


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