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Thuy Dau, Ngoc Bui, Sam Su, and Lan Voung conducted a survey as to how long customers at Lucky claimed to wait in the checkout line until their turn. Let \(X=\) time in line. Table below displays the ordered real data (in minutes):

a. Calculate the sample mean and the sample standard deviation.

b. Construct a histogram.

c. Draw a smooth curve through the midpoints of the tops of the bars.

Short Answer

Expert verified

Part a. The sample mean is \(5.51\)minutes and the sample standard deviation is \(2.15\)minutes.

Part b. The histogram is given as:

Part c. The required curve through the midpoints of the histogram is given below:

Step by step solution

01

Part a. Step 1. Given information

\(X\) is a random variable denoting the time (in minutes) in line spent by the customers until their turn.

Number of customers in the sample, \(n=50\)

02

Part a. Step 2. Explanation

The required sample mean is:

\(\bar{x}=\frac{1}{n}\sum_{i-1}^{n}x_{i}=\frac{275.5}{50}=5.51\)

The required sample standard deviation is:

\(s=\sqrt{\frac{1}{n-1}\sum_{i-1}^{n}(x_{i}-\bar{x})^{2}}=s=\sqrt{\frac{1}{50-1}*225.62}=2.15\)

Therefore we conclude that the sample mean is \(5.51\) minutes and the sample standard deviation is \(2.15\) minutes.

03

Part b. Step 1. Explanation

To construct a histogram, first the data is converted into a continuous frequency distribution. The frequency distribution is obtained as given below:

Using this table, the required histogram can easily be constructed by plotting the time (in minutes) on the \(x-\)axis and the number of customers on the \(y-\)axis. The histogram obtained is:

From the histogram, it can be easily seen that maximum number of customers had to wait for \(4-6\) minutes until their turn and very few customers had to wait for \(10-12\) minutes.

04

Part c. Step 1. Explanation

To construct a curve through the midpoints of the histogram, first a histogram is constructed using the continuous frequency distribution which is given as:

Using this table, the required curve is obtained by plotting the midpoints on the \(x-\)axis and the number of customers on the \(y-\)axis. The curve obtained is:

The curve shows an increase from \(0-2\) to \(4-6\) minutes and decreases thereafter. Also, it can be easily seen that maximum number of customers had to wait for \(4-6\) minutes until their turn and very few customers had to wait for \(10-12\) minutes.

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