This mathematics problem involves applying core mathematical principles and formulas. Below you will find a complete step-by-step solution with detailed explanations for each step, helping you understand not just the answer but the method behind it.
ScanSolve AI Answer
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To solve this problem, we first need to set up a frequency distribution table with additional columns for calculations using the assumed mean method.
Given assumed mean $A = 59.5$.
The class width $c = 10$ (e.g., $34.5 - 24.5 = 10$).
Step 1: Create a table for calculations.
| Length (Class) | Frequency ($f$) | Midpoint ($x$) | $d = x - A$ | $u = \frac{d}{c}$ | $fu$ | $fu^2$ |
|:---------------|:----------------|:---------------|:------------|:----------------|:-----|:-------|
| 25-34 | 9 | 29.5 | -30 | -3 | -27 | 81 |
| 35-44 | 12 | 39.5 | -20 | -2 | -24 | 48 |
| 45-54 | 55 | 49.5 | -10 | -1 | -55 | 55 |
| 55-64 | 68 | 59.5 | 0 | 0 | 0 | 0 |
| 65-74 | 32 | 69.5 | 10 | 1 | 32 | 32 |
| 75-84 | 18 | 79.5 | 20 | 2 | 36 | 72 |
| 85-94 | 6 | 89.5 | 30 | 3 | 18 | 54 |
| Total | $\sum f = 200$ | | | | $\sum fu = -20$ | $\sum fu^2 = 342$ |
a) (i) The mean length
The formula for the mean using the assumed mean method with coding is:
$$ \bar{x} = A + c \frac{\sum fu}{\sum f} $$
Substitute the values from the table:
$$ \bar{x} = 59.5 + 10 \times \frac{-20}{200} $$
$$ \bar{x} = 59.5 + 10 \times (-0.1) $$
$$ \bar{x} = 59.5 - 1 $$
$$ \bar{x} = 58.5 $$
The mean length is $\boxed{\text{58.5 mm}}$.
a) (ii) The variance
The formula for the variance using the assumed mean method with coding is:
$$ \sigma^2 = c^2 \left[ \frac{\sum fu^2}{\sum f} - \left(\frac{\sum fu}{\sum f}\right)^2 \right] $$
Substitute the values from the table:
$$ \sigma^2 = 10^2 \left[ \frac{342}{200} - \left(\frac{-20}{200}\right)^2 \right] $$
$$ \sigma^2 = 100 \left[ 1.71 - (-0.1)^2 \right] $$
$$ \sigma^2 = 100 \left[ 1.71 - 0.01 \right] $$
$$ \sigma^2 = 100 \left[ 1.70 \right] $$
$$ \sigma^2 = 170 $$
The variance is $\boxed{\text{170 mm}^2}$.
a) (iii) The standard deviation
The standard deviation is the square root of the variance:
$$ \sigma = \sqrt{\sigma^2} $$
$$ \sigma = \sqrt{170} $$
$$ \sigma \approx 13.0384 $$
Rounding to two decimal places:
$$ \sigma \approx 13.04 $$
The standard deviation is $\boxed{\text{13.04 mm}}$.
b) Find the percentage of leaves that has a length of 69.5 mm and above.
First, determine the class boundaries:
25-34 becomes 24.5 - 34.5
35-44 becomes 34.5 - 44.5
45-54 becomes 44.5 - 54.5
55-64 becomes 54.5 - 64.5
65-74 becomes 64.5 - 74.5
75-84 becomes 74.5 - 84.5
85-94 becomes 84.5 - 94.5
We need to find the number of leaves with a length of 69.5 mm and above.
• Leaves in the class 75-84 (74.5 - 84.5): 18 leaves
• Leaves in the class 85-94 (84.5 - 94.5): 6 leaves
• For the class 65-74 (64.5 - 74.5), which has 32 leaves, we need the portion from 69.5 mm to 74.5 mm.
The class width is $74.5 - 64.5 = 10$ mm.
The portion of the interval we are interested in is $74.5 - 69.5 =
Given assumed mean A = 59.5.
|Mathematics
Given assumed mean A = 59.5.
ScanSolve AI Answer
You're on a roll —
To solve this problem, we first need to set up a frequency distribution table with additional columns for calculations using the assumed mean method.
Given assumed mean A=59.5.
The class width c=10 (e.g., 34.5−24.5=10).
a) (i) The mean length
The formula for the mean using the assumed mean method with coding is:
xˉ=A+c∑f∑fu
Substitute the values from the table:
xˉ=59.5+10×200−20xˉ=59.5+10×(−0.1)xˉ=59.5−1xˉ=58.5
The mean length is 58.5mm.
a) (ii) The variance
The formula for the variance using the assumed mean method with coding is:
σ2=c2[∑f∑fu2−(∑f∑fu)2]
Substitute the values from the table:
σ2=102[200342−(200−20)2]σ2=100[1.71−(−0.1)2]σ2=100[1.71−0.01]σ2=100[1.70]σ2=170
The variance is 170mm2.
a) (iii) The standard deviation
The standard deviation is the square root of the variance:
σ=σ2σ=170σ≈13.0384
Rounding to two decimal places:
σ≈13.04
The standard deviation is 13.04mm.
b) Find the percentage of leaves that has a length of 69.5 mm and above.
First, determine the class boundaries:
25-34 becomes 24.5 - 34.5
35-44 becomes 34.5 - 44.5
45-54 becomes 44.5 - 54.5
55-64 becomes 54.5 - 64.5
65-74 becomes 64.5 - 74.5
75-84 becomes 74.5 - 84.5
85-94 becomes 84.5 - 94.5
We need to find the number of leaves with a length of 69.5 mm and above.
• Leaves in the class 75-84 (74.5 - 84.5): 18 leaves
• Leaves in the class 85-94 (84.5 - 94.5): 6 leaves
• For the class 65-74 (64.5 - 74.5), which has 32 leaves, we need the portion from 69.5 mm to 74.5 mm.
The class width is 74.5−64.5=10 mm.
The portion of the interval we are interested in is $74.5 - 69.5 =
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