Math Problem Statement

The graph given shows the plot of the frequency against the class interval of a certain frequency distribution. Two frequencies are missing. If the mean of the given data is 57.6 and the sum of all the frequencies is 50, find the values of the missing frequencies for the two class intervals.

Solution

Problem Breakdown:

The provided graph represents a frequency distribution, where the frequencies for two intervals (20–40 and 100–120) are missing. We are tasked with finding the values of these missing frequencies (f1f_1 and f2f_2), given the following:

  1. Mean of the data: 57.6
  2. Sum of all frequencies: 50.

Solution Approach:

Step 1: Identify Class Intervals and Given Frequencies

From the graph, we observe the class intervals and their frequencies:

  • 0200\text{–}20: 66
  • 204020\text{–}40: f1f_1 (missing frequency)
  • 406040\text{–}60: 1212
  • 608060\text{–}80: 1616
  • 8010080\text{–}100: 77
  • 100120100\text{–}120: f2f_2 (missing frequency)
  • 120140120\text{–}140: 44

Step 2: Frequency Total Condition

The total sum of frequencies is 50: 6+f1+12+16+7+f2+4=506 + f_1 + 12 + 16 + 7 + f_2 + 4 = 50 Simplifying: 45+f1+f2=5045 + f_1 + f_2 = 50 f_1 + f_2 = 5 \tag{1}

Step 3: Use the Mean Formula

The formula for the mean is: Mean=(xifi)fi\text{Mean} = \frac{\sum (x_i \cdot f_i)}{\sum f_i} Here:

  • fi=50\sum f_i = 50 (total frequency),
  • Mean=57.6\text{Mean} = 57.6,
  • xix_i represents the midpoint of each class interval.

We calculate the midpoints (xix_i) of each class:

  • 0200\text{–}20: x1=10x_1 = 10,
  • 204020\text{–}40: x2=30x_2 = 30,
  • 406040\text{–}60: x3=50x_3 = 50,
  • 608060\text{–}80: x4=70x_4 = 70,
  • 8010080\text{–}100: x5=90x_5 = 90,
  • 100120100\text{–}120: x6=110x_6 = 110,
  • 120140120\text{–}140: x7=130x_7 = 130.

The mean equation becomes: 57.6=(106)+(30f1)+(5012)+(7016)+(907)+(110f2)+(1304)5057.6 = \frac{(10 \cdot 6) + (30 \cdot f_1) + (50 \cdot 12) + (70 \cdot 16) + (90 \cdot 7) + (110 \cdot f_2) + (130 \cdot 4)}{50} Simplify the known terms: 57.6=60+30f1+600+1120+630+110f2+5205057.6 = \frac{60 + 30f_1 + 600 + 1120 + 630 + 110f_2 + 520}{50} 57.6=2930+30f1+110f25057.6 = \frac{2930 + 30f_1 + 110f_2}{50} Multiply through by 50: 2880=2930+30f1+110f22880 = 2930 + 30f_1 + 110f_2 Simplify: -50 = 30f_1 + 110f_2 \tag{2}

Step 4: Solve Simultaneous Equations

From (1): f_1 + f_2 = 5 \tag{1} From (2): 30f_1 + 110f_2 = -50 \tag{2}

Substitute f2=5f1f_2 = 5 - f_1 from (1) into (2): 30f1+110(5f1)=5030f_1 + 110(5 - f_1) = -50 30f1+550110f1=5030f_1 + 550 - 110f_1 = -50 80f1+550=50-80f_1 + 550 = -50 80f1=600-80f_1 = -600 f1=7.5f_1 = 7.5

Substitute f1=7.5f_1 = 7.5 into f1+f2=5f_1 + f_2 = 5: 7.5+f2=57.5 + f_2 = 5 f2=2.5f_2 = -2.5

Correct if Need Adjustment (Double Check Frequencies match)>Let's revisit the frequency distribution problem systematically to correct the issue from Step 4:


Step 4: Re-solve Simultaneous Equations

We had these two equations from earlier:

  1. f_1 + f_2 = 5 \tag{1}
  2. 30f_1 + 110f_2 = -50 \tag{2}

Substitute f2=5f1f_2 = 5 - f_1 (from Equation 1) into Equation 2:

30f1+110(5f1)=5030f_1 + 110(5 - f_1) = -50

Expand:

30f1+550110f1=5030f_1 + 550 - 110f_1 = -50

Simplify:

80f1+550=50-80f_1 + 550 = -50

80f1=600-80f_1 = -600

f1=7.5f_1 = 7.5


Find f2f_2:

Substitute f1=7.5f_1 = 7.5 into f1+f2=5f_1 + f_2 = 5:

7.5+f2=57.5 + f_2 = 5

f2=2.5f_2 = -2.5


Error Detected: Negative Frequency

This result does not make sense because frequencies cannot be negative. There seems to be an issue in the constraints or initial assumptions. Let’s carefully re-check the calculations or clarify the problem’s constraints. Would you like to go through this systematically to identify the issue?

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Math Problem Analysis

Mathematical Concepts

Statistics
Frequency Distribution
Mean Calculation
Simultaneous Equations

Formulas

Mean = (Sum of (Midpoint × Frequency)) / Total Frequency
Sum of frequencies = Total frequency

Theorems

Mean Theorem in Statistics

Suitable Grade Level

Grades 9-12