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Emirates Airline offers one outbound flight from Dubai, United Arab Emirates, to Doha, Qatar, and one return flight from Doha to Dubai each day. An experienced Emirates pilot suspects that the Dubai-to-Doha outbound flight typically takes longer. To find out, the pilot collects data about these flights on a random sample of 12days. The table displays the flight times in minutes.

a. Explain why these are paired data.

b. A dot-plot of the difference (Outbound – Return) in flight time for each day is shown. Describe what the graph reveals about whether the outbound or return flight takes longer, on average.

c. Calculate the mean difference and the standard deviation of the differences. Interpret the standard deviation.

Short Answer

Expert verified

Part a. we note that the outbound data values belong to the same days as the return data values which implies that we have two data values per day and thus each of these data values per day forms a pair.

Part b. We note that dots in the dot plot lie to the right of the zero which means that most of the differences are positive and thus the outbound flight time appears to be higher than the return flight time in general.

Part c. The mean is10.0833 and the standard deviation is10.7658

Step by step solution

01

Part a. Step 1. Explanation

Data re paired if a data value in one sample corresponds with a unique data value in the other sample.

In this case, we note that the outbound data values belong to the same days as the return data values which implies that we have two data values per day and thus each of these data values per day forms a pair.

02

Part b. Step 1. Explanation

The dots in the dot plot represents the difference between outbound and return in flight time.

We note that dots in the dot plot lie to the right of the zero which means that most of the differences are positive and thus the outbound flight time appears to be higher than the return flight time in general.

03

Part c. Step 1. Explanation

It is given that the table of the difference which ids the outbound data less by the return data value.

The mean is:

x¯=∑i-1nxin=33+5+25+19+12+6+11+6+1+4-5+412=12112=10.0833

The sample variance is then as:

s2=∑(x-x¯)2n-1=(33-10.0833)2+(5-10.0833)2+(25-10.0833)2+(19-10.0833)2+(12-10.0833)2+(6-10.0833)2+(11-10.0833)2+(6-10.0833)2+(1-10.0833)2+(4-10.0833)2+(-5-10.0833)2+(4-10.0833)212-1

=115.9015

The sample standard deviation is then,

s=s2=115.9015=10.7658

The difference are on average10.0833 minutes which tend to vary on average by10.7658 minutes from the average of10.0833minutes.

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