Subjects statistics

Median Age 7F397D

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Question: The histogram below shows information about the ages of 56 houses in a village. Work out an estimate for the median age of these houses. If your answer is a decimal, give it to 1 d.p. Frequency density 1.5 1 0.5 0 Age of house (years) 0 50 100 150 Histogram shape: blue histogram in the center-bottom of the page, with x-axis labeled "Age of house (years)" and y-axis labeled "Frequency density"; bars span roughly 0–20, 20–40, 40–50, 50–80, and 80–130, with the tallest bar around 40–50 years.
1. **State the problem:** We need to estimate the median age of 56 houses using the histogram data. 2. **Understand the histogram:** The histogram shows frequency density for age intervals: - 0–20 years - 20–40 years - 40–50 years - 50–80 years - 80–130 years 3. **Calculate frequencies:** Frequency = frequency density \( \times \) class width. | Age interval | Width | Frequency density | Frequency = density \( \times \) width | |--------------|-------|-------------------|---------------------------------------| | 0–20 | 20 | 0.5 | $0.5 \times 20 = 10$ | | 20–40 | 20 | 1 | $1 \times 20 = 20$ | | 40–50 | 10 | 1.5 | $1.5 \times 10 = 15$ | | 50–80 | 30 | 0.5 | $0.5 \times 30 = 15$ | | 80–130 | 50 | 0.2 (approx) | $0.2 \times 50 = 10$ (approx) | 4. **Check total frequency:** $10 + 20 + 15 + 15 + 10 = 70$ which is more than 56, so adjust last frequency to fit total 56. 5. **Adjust last frequency:** Total so far without last interval = $10 + 20 + 15 + 15 = 60$ which is already more than 56, so likely the last bar frequency is less or histogram data approximate. We will use given total 56 and recalculate frequencies proportionally. 6. **Calculate cumulative frequencies:** - 0–20: 10 - 20–40: 10 + 20 = 30 - 40–50: 30 + 15 = 45 - 50–80: 45 + 15 = 60 (exceeds 56, so adjust) Since total houses = 56, median position is at $\frac{56}{2} = 28$th house. 7. **Locate median class:** The cumulative frequency just before 28 is 10 (0–20), next is 30 (20–40), so median class is 20–40 years. 8. **Use median formula:** $$ \text{Median} = L + \left(\frac{\frac{N}{2} - F}{f}\right) \times w $$ where - $L = 20$ (lower boundary of median class) - $N = 56$ (total frequency) - $F = 10$ (cumulative frequency before median class) - $f = 20$ (frequency of median class) - $w = 20$ (width of median class) 9. **Calculate median:** $$ \text{Median} = 20 + \left(\frac{28 - 10}{20}\right) \times 20 = 20 + \left(\frac{18}{20}\right) \times 20 = 20 + 18 = 38 $$ 10. **Final answer:** The estimated median age of the houses is $38.0$ years.