Question

In: Statistics and Probability

The average number of minutes Americans commute to work is 27.7 minutes. The average commute time...

The average number of minutes Americans commute to work is 27.7 minutes. The average commute time in minutes for 48 cities are as follows.

Albuquerque 23.6 Jacksonville 26.5 Phoenix 28.6
Atlanta 28.6 Kansas City 23.7 Pittsburgh 25.3
Austin 24.9 Las Vegas 28.7 Portland 26.7
Baltimore 32.4 Little Rock 20.4 Providence 23.9
Boston 32.0 Los Angeles 32.5 Richmond 23.7
Charlotte 26.1 Louisville 21.7 Sacramento 26.1
Chicago 38.4 Memphis 24.1 Salt Lake City 20.5
Cincinnati 25.2 Miami 31.0 San Antonio 26.4
Cleveland 27.1 Milwaukee 25.1 San Diego 25.1
Columbus 23.7 Minneapolis 23.9 San Francisco 32.9
Dallas 28.8 Nashville 25.6 San Jose 28.8
Denver 28.4 New Orleans 32.0 Seattle 27.6
Detroit 29.6 New York 44.1 St. Louis 27.1
El Paso 24.7 Oklahoma City 22.3 Tucson 24.3
Fresno 23.3 Orlando 27.4 Tulsa 20.4
Indianapolis 25.1 Philadelphia 34.5 Washington, D.C. 33.1

(a)

What is the mean commute time (in minutes) for these 48 cities? (Round your answer to one decimal place.)

minutes

(b)

Compute the median commute time (in minutes).

minutes

(c)

Compute the mode(s) (in minutes). (Enter your answers as a comma-separated list.)

minutes

(d)

Compute the third quartile (in minutes).

minutes

Solutions

Expert Solution

a. Mean value is

b. The median is the middle number in a sorted list of numbers. So, to find the median, we need to place the numbers in value order and find the middle number.

Ordering the data from least to greatest, we get:

20.4   20.4   20.5   21.7   22.3   23.3   23.6   23.7   23.7   23.7   23.9   23.9   24.1   24.3   24.7   24.9   25.1   25.1   25.1   25.2   25.3   25.6   26.1   26.1   26.4   26.5   26.7   27.1   27.1   27.4   27.6   28.4   28.6   28.6   28.7   28.8   28.8   29.6   31   32   32   32.4   32.5   32.9   33.1   34.5   38.4   44.1   

As you can see, we do not have just one middle number but we have a pair of middle numbers, so the median is the average of these two numbers:

Median=

c. The mode of a set of data is the value in the set that occurs most often.

Ordering the data from least to greatest, we get:

20.4   20.4   20.5   21.7   22.3   23.3   23.6   23.7   23.7   23.7   23.9   23.9   24.1   24.3   24.7   24.9   25.1   25.1   25.1   25.2   25.3   25.6   26.1   26.1   26.4   26.5   26.7   27.1   27.1   27.4   27.6   28.4   28.6   28.6   28.7   28.8   28.8   29.6   31   32   32   32.4   32.5   32.9   33.1   34.5   38.4   44.1   

Since both 23.7 and 25.1 occur 3 times, the modes are 23.7 and 25.1 ( this data set is bimodal).

So mode is 23.7,25.1

d. The third quartile (or upper quartile or 75th percentile) is the median of the upper half of the numbers. So, to find the third quartile, we need to place the numbers in value order and find the upper half.

20.4   20.4   20.5   21.7   22.3   23.3   23.6   23.7   23.7   23.7   23.9   23.9   24.1   24.3   24.7   24.9   25.1   25.1   25.1   25.2   25.3   25.6   26.1   26.1   26.4   26.5   26.7   27.1   27.1   27.4   27.6   28.4   28.6   28.6   28.7   28.8   28.8   29.6   31   32   32   32.4   32.5   32.9   33.1   34.5   38.4   44.1   

So, the upper half is

26.4   26.5   26.7   27.1   27.1   27.4   27.6   28.4   28.6   28.6   28.7   28.8   28.8   29.6   31   32   32   32.4   32.5   32.9   33.1   34.5   38.4   44.1   

The median of these numbers is 28.8.


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