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How do you construct an ogive curve from grouped data, and what are the key steps involved in plotting it?

Mathematics

ScanSolve AI Answer

Answer

164.74 cm\text{164.74 cm}

Step-by-step solution

4 steps

Here are the steps to solve the problem:

  1. Prepare the cumulative frequency table.

    To draw an ogive curve, we first need to calculate the upper class boundaries and the cumulative frequencies.

    Height (cm)Frequency (f)Upper Class Boundary (UCB)Cumulative Frequency (CF)
    130-13910139.510
    140-14913149.523
    150-15916159.539
    160-16921169.560
    170-17918179.578
    180-18914189.592
    190-1998199.5100

    We also include a starting point for the ogive: $(129.5, 0)$.

  2. Draw the ogive curve (Part a).

    • Draw a graph with "Height (cm)" on the x-axis (using the upper class boundaries) and "Cumulative Frequency" on the y-axis.
    • The x-axis should range from approximately 129.5 to 199.5.
    • The y-axis should range from 0 to 100.
    • Plot the points: $(129.5, 0)$, $(139.5, 10)$, $(149.5, 23)$, $(159.5, 39)$, $(169.5, 60)$, $(179.5, 78)$, $(189.5, 92)$, $(199.5, 100)$.
    • Connect these points with a smooth curve to form the ogive.
  3. Estimate the median (Part b(i)).

    The median is the value at the 50th percentile. For a total of 100 students, the median position is 1002=50\frac{100}{2} = 50.
    To find the median height, locate 50 on the cumulative frequency (y-axis), draw a horizontal line to the ogive, and then draw a vertical line down to the height (x-axis).
    Using interpolation from the table (as a proxy for reading from the graph):
    The 50th position falls in the 160-169 class.

    Median=L+(N2−CFbfm)×c\text{Median} = L + \left(\frac{\frac{N}{2} - CF_b}{f_m}\right) \times c

    Where L=159.5L = 159.5, N=100N = 100, CFb=39CF_b = 39, fm=21f_m = 21, c=10c = 10.

    Median=159.5+(50−3921)×10\text{Median} = 159.5 + \left(\frac{50 - 39}{21}\right) \times 10 Median=159.5+(1121)×10\text{Median} = 159.5 + \left(\frac{11}{21}\right) \times 10 Median=159.5+5.238\text{Median} = 159.5 + 5.238 Median=164.738≈164.74 cm\text{Median} = 164.738 \approx \boxed{\text{164.74 cm}}
  4. Determine the medium height if 30% of the candidates were below medium height (Part b(ii)).

    This asks for the height at the 30th percentile.
    The position is 30%30\% of 100=0.30×100=30100 = 0.30 \times 100 = 30.
    To find this height, locate 30 on the cumulative frequency (y-axis), draw a horizontal line to the ogive, and then draw a vertical line down to the height (x-axis).
    Using interpolation:
    The 30th position falls in the 150-159 class.

    Height=L+(Position−CFbfp)×c\text{Height} = L + \left(\frac{\text{Position} - CF_b}{f_p}\right) \times c

    Where L=149.5L = 149.5, Position =30= 30, CFb=23CF_b = 23, fp=16f_p = 16, c=10c = 10.

    Height=149.5+(30−2316)×10\text{Height} = 149.5 + \left(\frac{30 - 23}{16}\right) \times 10 Height=149.5+(716)×10\text{Height} = 149.5 + \left(\frac{7}{16}\right) \times 10
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