Math Problem Statement

Solve the problem in statistics

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 xˉ\bar{x}) is given as 14.7.

The frequency distribution:

C.I.f
0–610
6–12p
12–184
18–247
24–309
30–364
36–421
Total40

We will use the assumed mean method for calculating the mean to find the missing value of pp.


Step-by-Step Solution:

  1. Identify the midpoints (xix_i) of each class interval: The midpoint of a class interval is calculated as: xi=Lower limit+Upper limit2x_i = \frac{\text{Lower limit} + \text{Upper limit}}{2} Midpoints:

    • 0–6: x1=0+62=3x_1 = \frac{0 + 6}{2} = 3
    • 6–12: x2=6+122=9x_2 = \frac{6 + 12}{2} = 9
    • 12–18: x3=12+182=15x_3 = \frac{12 + 18}{2} = 15
    • 18–24: x4=18+242=21x_4 = \frac{18 + 24}{2} = 21
    • 24–30: x5=24+302=27x_5 = \frac{24 + 30}{2} = 27
    • 30–36: x6=30+362=33x_6 = \frac{30 + 36}{2} = 33
    • 36–42: x7=36+422=39x_7 = \frac{36 + 42}{2} = 39
  2. Assume a mean (AA): From the table, use A=15A = 15 (the midpoint of the class 12–18).

  3. Calculate the deviations (di=xiAd_i = x_i - A): Deviations from A=15A = 15:

    • d1=315=12d_1 = 3 - 15 = -12
    • d2=915=6d_2 = 9 - 15 = -6
    • d3=1515=0d_3 = 15 - 15 = 0
    • d4=2115=6d_4 = 21 - 15 = 6
    • d5=2715=12d_5 = 27 - 15 = 12
    • d6=3315=18d_6 = 33 - 15 = 18
    • d7=3915=24d_7 = 39 - 15 = 24
  4. Calculate the frequency × deviation (fidif_i \cdot d_i): Using the given frequencies:

    • f1d1=10(12)=120f_1 \cdot d_1 = 10 \cdot (-12) = -120
    • f2d2=p(6)=6pf_2 \cdot d_2 = p \cdot (-6) = -6p
    • f3d3=40=0f_3 \cdot d_3 = 4 \cdot 0 = 0
    • f4d4=76=42f_4 \cdot d_4 = 7 \cdot 6 = 42
    • f5d5=912=108f_5 \cdot d_5 = 9 \cdot 12 = 108
    • f6d6=418=72f_6 \cdot d_6 = 4 \cdot 18 = 72
    • f7d7=124=24f_7 \cdot d_7 = 1 \cdot 24 = 24

    Sum of fidif_i \cdot d_i: Sum=1206p+0+42+108+72+24=1266p\text{Sum} = -120 - 6p + 0 + 42 + 108 + 72 + 24 = 126 - 6p

  5. Apply the formula for the mean: The formula for the mean using deviations is: xˉ=A+(fidi)fi\bar{x} = A + \frac{\sum(f_i \cdot d_i)}{\sum f_i} Substituting the known values: 14.7=15+1266p4014.7 = 15 + \frac{126 - 6p}{40}

  6. Solve for pp: Simplify the equation: 14.715=1266p4014.7 - 15 = \frac{126 - 6p}{40} 0.3=1266p40-0.3 = \frac{126 - 6p}{40} Multiply through by 40: 12=1266p-12 = 126 - 6p 12126=6p-12 - 126 = -6p 138=6p-138 = -6p p=1386=23p = \frac{138}{6} = 23


Final Answer:

The missing frequency p=23p = 23.

Would you like further clarification or a detailed explanation of any step?


Follow-Up Questions:

  1. How do we calculate the midpoints for grouped data?
  2. What is the assumed mean method, and why is it useful?
  3. How does the choice of the assumed mean (AA) affect the calculations?
  4. How would the calculation change if the mean were a different value?
  5. 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