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If two distributions have equal means, t...

If two distributions have equal means, then

A

The distributions with lesser S.D. is more consistent

B

The distributions with lesser S.D. is less consistent

C

Their C.V.'s will also have equal

D

None of these

Text Solution

AI Generated Solution

The correct Answer is:
To solve the question, we need to analyze the implications of two distributions having equal means and evaluate the provided options based on statistical principles. ### Step-by-Step Solution: 1. **Understanding the Problem**: We are given that two distributions have equal means. We need to evaluate four statements regarding these distributions. 2. **Coefficient of Variation (Cv)**: The coefficient of variation is a measure of relative variability. It is calculated using the formula: \[ Cv = \frac{\sigma}{\text{mean}} \times 100 \] where \(\sigma\) is the standard deviation. 3. **Applying the Equal Means Condition**: Since both distributions have equal means, we can denote the common mean as \( \mu \). Thus, we can express the coefficients of variation for both distributions as: \[ Cv_1 = \frac{\sigma_1}{\mu} \times 100 \] \[ Cv_2 = \frac{\sigma_2}{\mu} \times 100 \] 4. **Analyzing Standard Deviation**: The consistency of a distribution is often measured by its standard deviation. A lower standard deviation indicates that the data points are closer to the mean, suggesting higher consistency. 5. **Comparing Coefficient of Variation**: If one distribution has a lesser standard deviation than the other (i.e., \(\sigma_1 < \sigma_2\)), then: \[ Cv_1 < Cv_2 \] This means that the distribution with the lesser standard deviation is more consistent. 6. **Evaluating the Options**: - **Option A**: "The distribution with lesser standard deviation is more consistent." - This is correct based on our analysis. - **Option B**: "The distribution with lesser standard deviation is less consistent." - This is incorrect. - **Option C**: "Their series will also have equal." - This is ambiguous and cannot be concluded from the given information. - **Option D**: "None of these." - This is incorrect since we have identified Option A as correct. 7. **Conclusion**: The only correct statement is Option A. ### Final Answer: The correct option is **A**: The distribution with lesser standard deviation is more consistent.
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