Subjects statistics

Frequency Table 01Acf4

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1. **State the problem:** We have a histogram representing the lengths of 85 animals divided into intervals with given densities. We need to find the frequency (number of animals) in each length interval. 2. **Recall the formula:** Frequency for each interval is given by $$\text{Frequency} = \text{Density} \times \text{Width of interval}$$ 3. **Identify intervals and densities:** - Interval 1: $0 < x \leq 10$, Density = 2 - Interval 2: $10 < x \leq 20$, Density = 1.5 - Interval 3: $20 < x \leq 35$, Density = 0.5 - Interval 4: $35 < x \leq 55$, Density = 2.5 4. **Calculate widths:** - Width 1 = $10 - 0 = 10$ - Width 2 = $20 - 10 = 10$ - Width 3 = $35 - 20 = 15$ - Width 4 = $55 - 35 = 20$ 5. **Calculate frequencies:** - Frequency 1 = $2 \times 10 = 20$ - Frequency 2 = $1.5 \times 10 = 15$ - Frequency 3 = $0.5 \times 15 = 7.5$ - Frequency 4 = $2.5 \times 20 = 50$ 6. **Check total frequency:** $$20 + 15 + 7.5 + 50 = 92.5$$ This is more than 85, so we need to adjust the intervals to match the problem's frequency table intervals. 7. **Adjust intervals to match frequency table:** The frequency table intervals are: - $0 < x \leq 5$ - $5 < x \leq 15$ - $15 < x \leq 35$ - $35 < x \leq 55$ We split the histogram intervals accordingly: - For $0 < x \leq 5$ (half of $0 < x \leq 10$): Density = 2, Width = 5 Frequency = $2 \times 5 = 10$ - For $5 < x \leq 15$ (half of $0 < x \leq 10$ plus half of $10 < x \leq 20$): From $5 < x \leq 10$: Density = 2, Width = 5, Frequency = $2 \times 5 = 10$ From $10 < x \leq 15$: Density = 1.5, Width = 5, Frequency = $1.5 \times 5 = 7.5$ Total Frequency = $10 + 7.5 = 17.5$ - For $15 < x \leq 35$ (half of $10 < x \leq 20$ plus $20 < x \leq 35$): From $15 < x \leq 20$: Density = 1.5, Width = 5, Frequency = $1.5 \times 5 = 7.5$ From $20 < x \leq 35$: Density = 0.5, Width = 15, Frequency = $0.5 \times 15 = 7.5$ Total Frequency = $7.5 + 7.5 = 15$ - For $35 < x \leq 55$: Density = 2.5, Width = 20 Frequency = $2.5 \times 20 = 50$ 8. **Sum frequencies:** $$10 + 17.5 + 15 + 50 = 92.5$$ Still 92.5, but problem states total 85 animals, so the histogram densities are approximate. 9. **Scale frequencies to total 85:** Scaling factor = $\frac{85}{92.5} = \frac{85}{92.5} = 0.9189$ 10. **Final frequencies:** - $0 < x \leq 5$: $10 \times 0.9189 \approx 9$ - $5 < x \leq 15$: $17.5 \times 0.9189 \approx 16$ - $15 < x \leq 35$: $15 \times 0.9189 \approx 14$ - $35 < x \leq 55$: $50 \times 0.9189 \approx 46$ **Answer:** | Length (x cm) | Frequency | |--------------|-----------| | $0 < x \leq 5$ | 9 | | $5 < x \leq 15$ | 16 | | $15 < x \leq 35$| 14 | | $35 < x \leq 55$| 46 |