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The following table shows the distribution of the masses of 120 kg of wood, correct to the nearest kg. Draw a histogram, make a cumulative frequency table and curve, use the graph to find the semi interquartile range and 60th percentile.

Mathematics

ScanSolve AI Answer

Answers

2 parts
a

8.11 kg\text{8.11 kg}

b

36.17 kg\text{36.17 kg}

Step-by-step solution

4 steps

Here are the solutions to your questions. Please note that I cannot draw graphs directly, so I will provide instructions on how to draw them and use interpolation for calculations that would typically be read from a graph.

  1. Prepare data for the Histogram (Question 1)

    To draw a histogram, we first need to determine the class boundaries. Since the data is given in discrete intervals (e.g., 15-24), we adjust them to be continuous.

    Original ClassesClass Boundaries (kg)Frequency
    15 - 2414.5 - 24.514
    25 - 3424.5 - 34.554
    35 - 4434.5 - 44.524
    45 - 5444.5 - 54.526
    55 - 6454.5 - 64.52

    To draw the histogram:

    • Draw the Mass (kg) on the x-axis, marking the class boundaries (14.5, 24.5, 34.5, 44.5, 54.5, 64.5).
    • Draw the Frequency on the y-axis.
    • Draw rectangular bars for each class interval. The width of each bar should span its class boundaries, and the height should correspond to its frequency. For example, a bar from 14.5 to 24.5 with a height of 14.
  2. Make a Cumulative Frequency Table (Question 2)

    We calculate the cumulative frequency by adding the frequency of each class to the sum of frequencies of all preceding classes.

    Masses (kg)Frequency (ff)Upper Class Boundary (kg)Cumulative Frequency (cfcf)
    15 - 241424.514
    25 - 345434.514+54=6814 + 54 = 68
    35 - 442444.568+24=9268 + 24 = 92
    45 - 542654.592+26=11892 + 26 = 118
    55 - 64264.5118+2=120118 + 2 = 120
  3. Draw a Cumulative Frequency Curve (Ogive) (Question 3)

    To draw the cumulative frequency curve:

    • Draw the Upper Class Boundary (kg) on the x-axis.
    • Draw the Cumulative Frequency on the y-axis.
    • Plot the points using the upper class boundaries and their corresponding cumulative frequencies. It's common to start with a point at the lower boundary of the first class with a cumulative frequency of 0. The points to plot are: $(14.5, 0)$, $(24.5, 14)$, $(34.5, 68)$, $(44.5, 92)$, $(54.5, 118)$, $(64.5, 120)$.
    • Connect these points with a smooth curve.
  4. Use the graph to find (Question 4)

    Since a graph cannot be drawn here, we will use linear interpolation from the cumulative frequency table to find the values. The total number of observations is N=120N = 120.

    a) Semi-interquartile range
    The semi-interquartile range (SIQR) is given by Q3−Q12\frac{Q_3 - Q_1}{2}.

    First Quartile (Q1Q_1):
    The position of Q1Q_1 is N4=1204=30\frac{N}{4} = \frac{120}{4} = 30.
    The 30th observation falls in the 25-34 class (cumulative frequency 68, previous is 14).
    Using the formula for Q1Q_1:

    Q1=L+(N4−cfbf)×cQ_1 = L + \left(\frac{\frac{N}{4} - cf_b}{f}\right) \times c

    where L=24.5L = 24.5 (lower boundary of Q1Q_1 class), cfb=14cf_b = 14 (cumulative frequency before Q1Q_1 class), f=54f = 54 (frequency of Q1Q_1 class), c=10c = 10 (class width).

    Q1=24.5+(30−1454)×10Q_1 = 24.5 + \left(\frac{30 - 14}{54}\right) \times 10 Q1=24.5+(1654)×10Q_1 = 24.5 + \left(\frac{16}{54}\right) \times 10 Q1=24.5+2.96Q_1 = 24.5 + 2.96 Q1≈27.46 kgQ_1 \approx 27.46 \text{ kg}

    Third Quartile (Q3Q_3):
    The position of Q3Q_3 is 3N4=3×1204=90\frac{3N}{4} = \frac{3 \times 120}{4} = 90.
    The 90th observation falls in the 35-44 class (cumulative frequency 92, previous is 68).
    Using the formula for Q3Q_3:

    Q3=L+(3N4−cfbf)×cQ_3 = L + \left(\frac{\frac{3N}{4} - cf_b}{f}\right) \times c

    where L=34.5L = 34.5 (lower boundary of Q3Q_3 class), cfb=68cf_b = 68 (cumulative frequency before Q3Q_3 class), f=24f = 24 (frequency of Q3Q_3 class), c=10c = 10 (class width).

    Q3=34.5+(90−6824)×10Q_3 = 34.5 + \left(\frac{90 - 68}{24}\right) \times 10 Q3=34.5+(2224)×10Q_3 = 34.5 + \left(\frac{22}{24}\right) \times 10 Q3=34.5+9.17Q_3 = 34.5 + 9.17 Q3≈43.67 kgQ_3 \approx 43.67 \text{ kg}

    Now, calculate the semi-interquartile range:

    SIQR=Q3−Q12=43.67−27.462=16.212\text{SIQR} = \frac{Q_3 - Q_1}{2} = \frac{43.67 - 27.46}{2} = \frac{16.21}{2} SIQR=8.11 kg\text{SIQR} = \boxed{\text{8.11 kg}}

    b) 60th percentile
    The position of the 60th percentile (P60P_{60}) is 60100×N=60100×120=72\frac{60}{100} \times N = \frac{60}{100} \times 120 = 72.
    The 72nd observation falls in the 35-44 class (cumulative frequency 92, previous is 68).
    Using the formula for P60P_{60}:

    P60=L+(60N100−cfbf)×cP_{60} = L + \left(\frac{\frac{60N}{100} - cf_b}{f}\right) \times c

    where L=34.5L = 34.5 (lower boundary of P60P_{60} class), cfb=68cf_b = 68 (cumulative frequency before P60P_{60} class), f=24f = 24 (frequency of P60P_{60} class), c=10c = 10 (class width).

    P60=34.5+(72−6824)×10P_{60} = 34.5 + \left(\frac{72 - 68}{24}\right) \times 10 P60=34.5+(424)×10P_{60} = 34.5 + \left(\frac{4}{24}\right) \times 10 P60=34.5+1.67P_{60} = 34.5 + 1.67 P60≈36.17 kgP_{60} \approx \boxed{\text{36.17 kg}}
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