Math Problem Statement
Solve the problem in statistics
Solution
The uploaded image contains a statistics problem regarding finding the mean of a frequency distribution. Let’s carefully analyze and solve it step-by-step.
Problem Details:
- The given table lists class intervals (C.I.), their frequencies (f), and the total frequency (∑f = 40).
- The mean (denoted as ) is given as 14.7.
The frequency distribution:
C.I. | f |
---|---|
0–6 | 10 |
6–12 | p |
12–18 | 4 |
18–24 | 7 |
24–30 | 9 |
30–36 | 4 |
36–42 | 1 |
Total | 40 |
We will use the assumed mean method for calculating the mean to find the missing value of .
Step-by-Step Solution:
-
Identify the midpoints () of each class interval: The midpoint of a class interval is calculated as: Midpoints:
- 0–6:
- 6–12:
- 12–18:
- 18–24:
- 24–30:
- 30–36:
- 36–42:
-
Assume a mean (): From the table, use (the midpoint of the class 12–18).
-
Calculate the deviations (): Deviations from :
-
Calculate the frequency × deviation (): Using the given frequencies:
Sum of :
-
Apply the formula for the mean: The formula for the mean using deviations is: Substituting the known values:
-
Solve for : Simplify the equation: Multiply through by 40:
Final Answer:
The missing frequency .
Would you like further clarification or a detailed explanation of any step?
Follow-Up Questions:
- How do we calculate the midpoints for grouped data?
- What is the assumed mean method, and why is it useful?
- How does the choice of the assumed mean () affect the calculations?
- How would the calculation change if the mean were a different value?
- Can you explain how to verify the accuracy of the result?
Tip:
In frequency distributions, the assumed mean method simplifies calculations by reducing large deviations into manageable numbers.
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Math Problem Analysis
Mathematical Concepts
Statistics
Mean
Frequency Distribution
Assumed Mean Method
Formulas
Midpoint formula: (Lower Limit + Upper Limit) / 2
Deviation: d_i = x_i - A
Mean formula using deviations: Mean = A + (∑(f_i * d_i) / ∑f_i)
Theorems
Assumed Mean Method for Mean Calculation
Suitable Grade Level
Grades 9-12
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