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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Answer
x = 11
You're on a roll — a) Step 1: Write the formula for the mean. The mean of a set of numbers is the sum of the numbers divided by the count of the numbers. The given numbers are . There are 5 numbers. The mean is 11.
Step 2: Solve for . Multiply both sides by 5: Subtract 33 from both sides: Divide by 2:
b) Step 3: List the numbers with the value of . Substitute into the set of numbers: The numbers are . The mean () is given as 11.
Step 4: Calculate the variance (). The formula for variance is . First, calculate the deviations from the mean and their squares : • For 8: • For 9: • For 11: • For 12: • For 15:
Sum of the squared deviations: Now, calculate the variance:
Step 5: Calculate the standard deviation (). The standard deviation is the square root of the variance. What's next?
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You're on a roll — a) Step 1: Write the formula for the mean. The mean of a set of numbers is the sum of the numbers divided by the count of the numbers.
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.