Math Problem Statement

explain to me in detail the process

explain to me in detail the process

Solution

Let's go through the process of calculating the mean of grouped scores step by step using the image you provided.

Step 1: Understand the table

The table contains the following columns:

  • Intervals: These are the class intervals for the grouped data (e.g., 39–41, 36–38, etc.).
  • f: This is the frequency, representing how many times scores within that interval appear.
  • d: This is the deviation of the midpoint of each class from a selected reference point (this reference point is usually the midpoint of the class interval with the highest frequency).
  • fd: This is the product of frequency (f) and deviation (d).

Here’s the breakdown of the table:

Intervalsfdfd
39–41166
36–382510
33–354416
30–32339
27–29326
24–26515
21–23800
18–206-1-6
15–173-2-6
12–143-3-9
9–111-4-4

Step 2: Summing values

  • The sum of frequencies (f) is given as N=40N = 40.
  • The sum of fd (∑fd) is given as 3030.

Step 3: Identify the class midpoint

The Arithmetic Mean (AM) is usually calculated based on the midpoint of the class with the highest frequency. In this case, the class interval with the highest frequency is 21–23 with a frequency of 8. The midpoint of this class is calculated as: Midpoint=21+232=22\text{Midpoint} = \frac{21 + 23}{2} = 22 This 22 becomes our assumed mean (A.M.).

Step 4: Formula for calculating the mean of grouped data

The formula to calculate the mean (X̄) using the assumed mean method is:

Xˉ=A.M.+(fdN)×iX̄ = A.M. + \left(\frac{∑fd}{N}\right) \times i Where:

  • A.M.A.M. is the assumed mean (22 in this case),
  • fd∑fd is the sum of the product of frequencies and deviations (30 in this case),
  • NN is the total frequency (40 in this case),
  • ii is the class interval size. From the intervals given, the size is consistent at 3 (e.g., 39–41, 36–38).

Step 5: Substitute the values

Now, plug in the values into the formula:

Xˉ=22+(3040)×3X̄ = 22 + \left( \frac{30}{40} \right) \times 3

Step 6: Simplify the expression

First, calculate the fraction:

3040=0.75\frac{30}{40} = 0.75

Then, multiply by the class interval i=3i = 3:

0.75×3=2.250.75 \times 3 = 2.25

Now, add this result to the assumed mean:

Xˉ=22+2.25=24.25X̄ = 22 + 2.25 = 24.25

Final Answer: The mean of the grouped scores is 24.25.


Do you want more details or have any questions?

Here are 5 related questions to explore:

  1. How does the assumed mean method help in simplifying the calculations for grouped data?
  2. What are other methods to find the mean of grouped data besides the assumed mean method?
  3. How is the deviation calculated for each class interval?
  4. What is the significance of class interval width in calculating the mean?
  5. How would the result change if the assumed mean was different?

Tip:

Always double-check the class intervals to ensure consistency in width (i), as variations can affect the accuracy of the mean calculation.

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Math Problem Analysis

Mathematical Concepts

Statistics
Grouped Data Mean
Assumed Mean Method

Formulas

X̄ = A.M. + (∑fd / N) * i

Theorems

Assumed Mean Method

Suitable Grade Level

Grades 10-12