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.

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To calculate the standard deviation and variance, we first need to find the mean of the distribution. We will use a table to organize our calculations.
Step 1: Create a table to calculate , , and . Let be the Age and be the Frequency.
| Age (x) | Frequency (f) | fx | | | | :------ | :------------ | :-- | :---- | :----- | | 6 | 4 | 24 | 36 | 144 | | 7 | 6 | 42 | 49 | 294 | | 8 | 10 | 80 | 64 | 640 | | 9 | 11 | 99 | 81 | 891 | | 10 | 8 | 80 | 100 | 800 | | 11 | 1 | 11 | 121 | 121 | | Total | 40 | 336 | | 2890 |
From the table:
Step 2: Calculate the mean (). The formula for the mean of a frequency distribution is:
Step 3: Calculate the variance (). The formula for the variance of a frequency distribution is: Substitute the values: The variance is .
Step 4: Calculate the standard deviation (). The standard deviation is the square root of the variance: The standard deviation is .
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To calculate the standard deviation and variance, we first need to find the mean of the distribution.
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.