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In any discrete series (when all values ...

In any discrete series (when all values are not sume) if x represents mean deviation about mean and y represents standard deviation, then which one of the following is correct?

A

`y le x `

B

`y le x`

C

`x=y`

D

`x lt y`

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AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the relationship between the mean deviation (x) and the standard deviation (y) in a discrete series. ### Step-by-Step Solution: 1. **Understand the Definitions**: - Mean Deviation (x) is the average of the absolute deviations of each data point from the mean. - Standard Deviation (y) is a measure of the amount of variation or dispersion in a set of values. 2. **Known Relationship**: - There is a known statistical result that states: \[ \text{Mean Deviation} = \frac{4}{5} \times \text{Standard Deviation} \] - This means that the mean deviation is always a fraction of the standard deviation. 3. **Express the Relationship**: - From the above relationship, we can express it mathematically as: \[ x = \frac{4}{5}y \] - This indicates that mean deviation (x) is less than the standard deviation (y). 4. **Compare x and y**: - Since \( x = \frac{4}{5}y \), it follows that: \[ x < y \] - This confirms that the mean deviation is less than the standard deviation. 5. **Choose the Correct Option**: - Given the options: 1. \( y \leq x \) 2. \( x = y \) 3. \( x < y \) 4. \( x < y \) - The correct option is: - **Option 4: \( x < y \)**. ### Final Answer: The correct option is **Option 4: \( x < y \)**.
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