Questions: Approximating the mean of a data set given a histogram
Archie is fed up with waiting in line at his local post office and decides to take action. Over the course of the next few months, Archie records the waiting times for each of a random selection of 28 post office visits made by him and other customers. These waiting times (in minutes) are summarized in the following histogram.
Based on the histogram, estimate the mean waiting time (in minutes) for Archie's sample. Carry your intermediate computations to at least four decimal places, and round your answer to at least one decimal place.
Transcript text: Approximating the mean of a data set given a histogram
Archie is fed up with waiting in line at his local post office and decides to take action. Over the course of the next few months, Archie records the waiting times for each of a random selection of 28 post office visits made by him and other customers. These waiting times (in minutes) are summarized in the following histogram.
Based on the histogram, estimate the mean waiting time (in minutes) for Archie's sample. Carry your intermediate computations to at least four decimal places, and round your answer to at least one decimal place.
Solution
Solution Steps
Step 1: Identify the Midpoints of Each Interval
To estimate the mean waiting time, we first need to identify the midpoints of each interval in the histogram. The intervals and their midpoints are:
0-6 minutes: midpoint = (0 + 6) / 2 = 3
6-12 minutes: midpoint = (6 + 12) / 2 = 9
12-18 minutes: midpoint = (12 + 18) / 2 = 15
18-24 minutes: midpoint = (18 + 24) / 2 = 21
24-30 minutes: midpoint = (24 + 30) / 2 = 27
Step 2: Multiply Each Midpoint by Its Frequency
Next, we multiply each midpoint by the frequency of its corresponding interval:
3 minutes * 4 = 12
9 minutes * 10 = 90
15 minutes * 5 = 75
21 minutes * 6 = 126
27 minutes * 3 = 81
Step 3: Sum the Products and Frequencies
We then sum the products and the frequencies:
Sum of products: 12 + 90 + 75 + 126 + 81 = 384
Sum of frequencies: 4 + 10 + 5 + 6 + 3 = 28
Step 4: Calculate the Mean Waiting Time
Finally, we calculate the mean waiting time by dividing the sum of the products by the sum of the frequencies:
Mean waiting time = 384 / 28 ≈ 13.7143
Final Answer
The estimated mean waiting time for Archie's sample is approximately 13.7 minutes (rounded to one decimal place).