Sample data for the arrival delay times​ (in minutes) of airlines flights is given below. Determine whether they appear to be from a population with a normal distribution. Assume that this requirement is loose in the sense that the population distribution need not be exactly​ normal, but it must be a distribution that is roughly​ bell-shaped. Arrival delay times​ (minutes)   8 −29 −37 −40 48 −3 −29 27 109 97   −38 −31 −38 −39 −10 −17 7 4 48 −50   −3 −25 4 13 −20 10 −39 5 −33 0   3 20 40 −38 −50 13 −33 −34 −22 −24       Is the requirement of a normal distribution​ satisfied?     A. ​No, because the histogram of the data is bell​ shaped, there are less than two​ outliers, and the points in the normal quantile plot lie reasonably close to a straight line.   B. ​No, because the histogram of the data is not bell​ shaped, there is more than one​ outlier, and the points in the normal quantile plot do not lie reasonably close to a straight line.   C. ​Yes, because the histogram of the data is not bell​ shaped, there is more than one​ outlier, and the points in the normal quantile plot do not lie reasonably close to a straight line.   D. ​Yes, because the histogram of the data is bell​ shaped, there are less than two​ outliers, and the points in the normal quantile plot lie reasonably close to a straight line.

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Sample data for the arrival delay times​ (in minutes) of airlines flights is given below. Determine whether they appear to be from a population with a normal distribution. Assume that this requirement is loose in the sense that the population distribution need not be exactly​ normal, but it must be a distribution that is roughly​ bell-shaped.
Arrival delay times​ (minutes)
 
8
−29
−37
−40
48
−3
−29
27
109
97
 
−38
−31
−38
−39
−10
−17
7
4
48
−50
 
−3
−25
4
13
−20
10
−39
5
−33
0
 
3
20
40
−38
−50
13
−33
−34
−22
−24
 

 

 

Is the requirement of a normal distribution​ satisfied?
 
 
A.
​No, because the histogram of the data is bell​ shaped, there are less than two​ outliers, and the points in the normal quantile plot lie reasonably close to a straight line.
 
B.
​No, because the histogram of the data is not bell​ shaped, there is more than one​ outlier, and the points in the normal quantile plot do not lie reasonably close to a straight line.
 
C.
​Yes, because the histogram of the data is not bell​ shaped, there is more than one​ outlier, and the points in the normal quantile plot do not lie reasonably close to a straight line.
 
D.
​Yes, because the histogram of the data is bell​ shaped, there are less than two​ outliers, and the points in the normal quantile plot lie reasonably close to a straight line.
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