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Consider the following statements I Me...

Consider the following statements
I Mean is independent of change in scale and changes in origin
II. Variance is independent of change in scale bur not in origin Which of the above statements is/are correct?

A

A. 1only

B

B. 2 only

C

C. Both I and II

D

D. Neither I nor II

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AI Generated Solution

The correct Answer is:
To solve the question regarding the correctness of the statements about the mean and variance, we can analyze each statement step by step. ### Step-by-Step Solution: 1. **Understanding the Mean**: - The mean (average) of a dataset is calculated by summing all the values and dividing by the number of values. - When we change the scale (e.g., multiplying all values by a constant) or change the origin (e.g., adding a constant to all values), the mean will change accordingly. - **Conclusion**: The first statement, "Mean is independent of change in scale and changes in origin," is **false**. 2. **Understanding the Variance**: - Variance measures the spread of a set of values around the mean. It is calculated by averaging the squared differences from the mean. - When we change the scale (e.g., multiplying all values by a constant), the variance will also change because the distances from the mean will be scaled. - However, when we change the origin (e.g., adding a constant to all values), the distances from the mean remain the same, and thus the variance does not change. - **Conclusion**: The second statement, "Variance is independent of change in scale but not in origin," is also **false** because variance is dependent on change in scale. 3. **Final Conclusion**: - Since both statements are false, the correct answer is that neither statement is correct. ### Final Answer: Neither statement I nor statement II is correct.
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