Math Problem Statement

Based on the frequency distribution, using the midpoint of each data class, estimate the mean commute distance for the students.

Solution

To estimate the mean commute distance for the students using the midpoint of each data class and frequency distribution, we will follow these steps:

Steps:

  1. Find the midpoint of each class interval. The midpoint is calculated by averaging the lower and upper bounds of each interval.
  2. Multiply the midpoint by the corresponding frequency for each class.
  3. Add up all the products from step 2.
  4. Divide by the total number of students (sum of frequencies) to get the mean commute distance.

Table:

Commute Distance (miles)FrequencyMidpointMidpoint × Frequency
1 to 522(1 + 5)/2 = 33 × 22 = 66
6 to 1021(6 + 10)/2 = 88 × 21 = 168
11 to 1514(11 + 15)/2 = 1313 × 14 = 182
16 to 208(16 + 20)/2 = 1818 × 8 = 144
21 to 255(21 + 25)/2 = 2323 × 5 = 115
26 to 303(26 + 30)/2 = 2828 × 3 = 84

Total Computations:

  • Total midpoint × frequency = 66 + 168 + 182 + 144 + 115 + 84 = 759
  • Total frequency = 22 + 21 + 14 + 8 + 5 + 3 = 73

Mean Commute Distance:

Mean=7597310.3973\text{Mean} = \frac{759}{73} \approx 10.3973

Rounding to one decimal place: Mean commute distance10.4 miles\text{Mean commute distance} \approx 10.4 \text{ miles}

Let me know if you want further clarification, or if you'd like to dive into any specific step!

Related Questions:

  1. How do you calculate the variance from a frequency distribution?
  2. What is the significance of using midpoints in grouped data?
  3. How does frequency distribution relate to the mode?
  4. What are other methods to estimate the average commute distance?
  5. How would outliers affect the mean commute distance?

Tip: When working with grouped data, always ensure that midpoints accurately represent the class intervals before proceeding with further calculations!

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Statistics
Mean Calculation
Frequency Distribution
Grouped Data

Formulas

Midpoint = (Lower Bound + Upper Bound) / 2
Mean = Sum of (Midpoint × Frequency) / Total Frequency

Theorems

-

Suitable Grade Level

High School / College