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What can we say about the distribution when the mean and median are different?

Question

What can we say about the distribution when the mean and median are different?

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Solution

When the mean and median of a distribution are different, it suggests that the distribution is not symmetrical. This is often an indication of skewness in the distribution.

  1. If the mean is greater than the median, the distribution is said to be positively skewed. This means that there are a number of data points with values greater than the mean, pulling the mean value higher.

  2. If the mean is less than the median, the distribution is negatively skewed. This means that there are a number of data points with values less than the mean, pulling the mean value lower.

  3. The greater the difference between the mean and median, the higher the skewness.

  4. In a perfectly symmetrical distribution, the mean and median would be the same.

  5. However, it's important to note that having a different mean and median is not enough to determine the shape of the distribution. Other factors such as kurtosis and the range of data should also be considered.

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Similar Questions

In a skewed distribution the mean and median will be at different locations in the distributionSelect one:TrueFalse

Are the mean and the median the exact same in this distribution? Why or why not?Yes, they are equal because the distribution is perfectly symmetrical.Yes, they are equal because the distribution is not perfectly symmetrical.    No, the mean is less than the median because the distribution is perfectly symmetrical.No, the median is less than the mean because the distribution is not perfectly symmetrical.No, the mean is less than the median because the distribution is not perfectly symmetrical.

Which statement is most likely to be true for this distribution?A.The mean is greater than the median.B.The mean is the same as the median.C.The mean is less than the median.

Which probability distribution has an equal mean, mode and median?Select an option Clear ResponsePoisson DistributionUniform DistributionBernoulli DistributionNormal Distribution

What is the relationship between the mean, median, and mode in a normal distribution?

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