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The cumulative frequency table below shows the times taken by 210 students to complete a race. Find the interval for the median race time.

Mathematics

ScanSolve AI Answer

Step-by-step solution

14 steps

Here are the solutions for questions 1 to 4.

First, let's create a frequency distribution table from the given cumulative frequency table:

Time (minutes)Cumulative frequency (CF)Frequency (f)
< 2000
20 - < 301818−0=1818 - 0 = 18
30 - < 404545−18=2745 - 18 = 27
40 - < 509797−45=5297 - 45 = 52
50 - < 60163163−97=66163 - 97 = 66
60 - < 70210210−163=47210 - 163 = 47

The total number of students, N=210N = 210.

Part 1· 2 steps

For the data in Table 1, state which interval the median race time lies in. (Assuming "median weight" is a typo and should be "median race time").

  1. Find the position of the median.

    The median position is given by N2\frac{N}{2}.

    Median position=2102=105\text{Median position} = \frac{210}{2} = 105
  2. Identify the class interval containing the 105th value.

    From the cumulative frequency table:

    • The cumulative frequency for "< 50" is 97.
    • The cumulative frequency for "< 60" is 163. Since 105 is greater than 97 and less than or equal to 163, the 105th value falls into the 50 - < 60 interval.

    The median interval is C. 50 - 60.

Part 2· 2 steps

Calculate the estimate for the median for the data in Table 1.

The formula for the median of grouped data is:

Median=L+(N2−CFf)×w\text{Median} = L + \left( \frac{\frac{N}{2} - CF}{f} \right) \times w

Where:

  • LL = lower boundary of the median class = 50
  • N2\frac{N}{2} = median position = 105
  • CFCF = cumulative frequency of the class before the median class = 97
  • ff = frequency of the median class (50 - < 60) = 163−97=66163 - 97 = 66
  • ww = width of the median class = 60−50=1060 - 50 = 10
  1. Substitute the values into the formula.

    Median=50+(105−9766)×10\text{Median} = 50 + \left( \frac{105 - 97}{66} \right) \times 10
  2. Simplify the expression.

    Median=50+(866)×10\text{Median} = 50 + \left( \frac{8}{66} \right) \times 10 Median=50+8066\text{Median} = 50 + \frac{80}{66} Median=50+1.2121...\text{Median} = 50 + 1.2121... Median≈51.21\text{Median} \approx 51.21

    The estimate for the median is B. 51.21.

Part 3· 5 steps

Calculate the lower quartile for the data in Table 1.

The formula for the lower quartile (Q1Q_1) of grouped data is:

Q1=L+(N4−CFf)×wQ_1 = L + \left( \frac{\frac{N}{4} - CF}{f} \right) \times w
  1. Find the position of the lower quartile.

    Q1 position=N4=2104=52.5Q_1 \text{ position} = \frac{N}{4} = \frac{210}{4} = 52.5
  2. Identify the lower quartile class.

    From the cumulative frequency table:

    • The cumulative frequency for "< 40" is 45.
    • The cumulative frequency for "< 50" is 97. Since 52.5 is greater than 45 and less than or equal to 97, the lower quartile class is 40 - < 50.
  3. Identify the values for the formula.

    • LL = lower boundary of the lower quartile class = 40
    • N4\frac{N}{4} = lower quartile position = 52.5
    • CFCF = cumulative frequency of the class before the lower quartile class = 45
    • ff = frequency of the lower quartile class (40 - < 50) = 97−45=5297 - 45 = 52
    • ww = width of the lower quartile class = 50−40=1050 - 40 = 10
  4. Substitute the values into the formula.

    Q1=40+(52.5−4552)×10Q_1 = 40 + \left( \frac{52.5 - 45}{52} \right) \times 10
  5. Simplify the expression.

    Q1=40+(7.552)×10Q_1 = 40 + \left( \frac{7.5}{52} \right) \times 10 Q1=40+7552Q_1 = 40 + \frac{75}{52} Q1=40+1.4423...Q_1 = 40 + 1.4423... Q1≈41.44Q_1 \approx 41.44

    The lower quartile is B. 41.44.

Part 4· 5 steps

Calculate the upper quartile for the data in Table 1.

The formula for the upper quartile (Q3Q_3) of grouped data is:

Q3=L+(3N4−CFf)×wQ_3 = L + \left( \frac{\frac{3N}{4} - CF}{f} \right) \times w
  1. Find the position of the upper quartile.

    Q3 position=3N4=3×2104=3×52.5=157.5Q_3 \text{ position} = \frac{3N}{4} = 3 \times \frac{210}{4} = 3 \times 52.5 = 157.5
  2. Identify the upper quartile class.

    From the cumulative frequency table:

    • The cumulative frequency for "< 50" is 97.
    • The cumulative frequency for "< 60" is 163. Since 157.5 is greater than 97 and less than or equal to 163, the upper quartile class is 50 - < 60.
  3. Identify the values for the formula.

    • LL = lower boundary of the upper quartile class = 50
    • 3N4\frac{3N}{4} = upper quartile position = 157.5
    • CFCF = cumulative frequency of the class before the upper quartile class = 97
    • ff = frequency of the upper quartile class (50 - < 60) = 163−97=66163 - 97 = 66
    • ww = width of the upper quartile class = 60−50=1060 - 50 = 10
  4. Substitute the values into the formula.

    Q3=50+(157.5−9766)×10Q_3 = 50 + \left( \frac{157.5 - 97}{66} \right) \times 10
  5. Simplify the expression.

    Q3=50+(60.566)×10Q_3 = 50 + \left( \frac{60.5}{66} \right) \times 10 Q3=50+60566Q_3 = 50 + \frac{605}{66} Q3=50+9.1666...Q_3 = 50 + 9.1666... Q3≈59.17Q_3 \approx 59.17

    The upper quartile is D. 59.17.

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