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The median and mode.

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11y ago

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Are the mean median and the mode the same in a unimodal symmetrical distribution?

No they are not the same in a unimodal symmetrical distribution and they will never be


What would be the implications if the mean mode and median were equivalent?

Your distribution is unimodal and symmetrical.


In a perfectly symmetrical unimodal distribution is the mode and the median the same as the mean?

No, it is in general not true - for example for uniform distribution on [0,1] every number in the interval is a mode, but the mean is 1/2. The correct answer would be that a symmetric unimodal distribution has one mode equal to the mean (but may have modes elsewhere).


Can the mean be equal to the median?

Yes, and they WILL be if the distribution is symmetrical.


Are the mean and the median always equal?

No. They are equal only if the distribution is symmetrical.


What does it imply if the mean median and mode are equal?

If the mean, median, and mode are equal, it implies that the data distribution is symmetrical and unimodal, typically resembling a normal distribution. In such cases, the values are concentrated around the central point, indicating that there are no extreme outliers significantly affecting the average. This equality suggests a balanced dataset where most values cluster around the central tendency.


The mean of a symmetrical distribution is 40What is its median?

for symmetrical distributions your mean equals the median. that is one of the properties of the symmetrical distribution.


What is one indicator of normality?

One indicator of normality is when a data set follows a bell-shaped distribution, also known as a normal distribution. This can be visually represented by a symmetrical, unimodal curve where most of the data points cluster around the mean with decreasing frequency as they move away from the center.


How come the mean is less than the median?

If the distribution is not symmetric, the mean will be different from the median. A negatively skewed distribution will have a mean hat is smaller than the median, provided it is unimodal.


A distribution with a shape that is symmetrical around the mean with a bell shape is described as?

The distribution described is a normal distribution. It is characterized by a symmetric bell-shaped curve where the mean, median, and mode are all equal and located at the center of the distribution.


Is the normal distribution curve unimodal?

Yes, the normal distribution curve is unimodal, meaning it has a single peak or mode. This peak represents the mean, median, and mode of the distribution, which are all located at the center of the curve. The symmetry of the normal distribution around this central peak is a key characteristic, contributing to its widespread use in statistics and probability theory.


Is chi-square distribution symmetrical about mean value?

No.

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