Exploring the Impact of Changing Mean and Standard Deviation on Median and Mode

In summary, the median and mode may or may not change when the mean and standard deviation change. Mean, median, and mode are all measures of central tendency, but they can differ in different collections of data. Standard deviation is not related to mean, median, or mode.
  • #1
yukcream
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0
Will the median and mode change if the mean and strandard deviation change?
 
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  • #2
They might, they might not. "mean" is one measure of "central tendency", median and mode are others. It is easy to think up examples of collections of data that have different means but the same median and mode. It's even easier to think up examples of collections of data in which all three are different.
 
  • #3
yukcream said:
Will the median and mode change if the mean and strandard deviation change?

mean(1,1,1,1,5,6,7,8,9) = 39/9 = 4.3333...
median(1,1,1,1,5,6,7,8,9) = 5
mode(1,1,1,1,5,6,7,8,9) = 1

mean(1,1,1,2,5,6,7,8,9) = 40/9 = 4.4444...
median(1,1,1,2,5,6,7,8,9) = 5
mode(1,1,1,2,5,6,7,8,9) = 1

mean(1,1,2,2,2,6,7,8,9) = 38/9 = 4.2222...
median(1,1,2,2,2,6,7,8,9) = 2
mode(1,1,2,2,2,6,7,8,9) = 2

mean(1,2,2,2,2,6,7,8,9) = 39/9 = 4.3333...
median(1,2,2,2,2,6,7,8,9) = 2
mode(1,2,2,2,2,6,7,8,9) = 2
 
  • #4
And, by the way, standard deviation has nothing to do with mean, median, or mode!
 

1. Will the mode and median change if there are outliers in the data?

Yes, the mode and median can change if there are outliers in the data. Outliers are data points that are significantly different from the rest of the data. They can shift the overall distribution of the data and affect the mode and median.

2. Can the mode and median be equal?

Yes, it is possible for the mode and median to be equal. This occurs when the data is symmetrically distributed, with a single peak and an equal number of data points on both sides of the peak.

3. How does the presence of extreme values affect the mode and median?

The presence of extreme values can cause the mode and median to be different from each other. Extreme values can skew the distribution of the data, making the mode different from the most frequently occurring value and pulling the median towards the extreme value.

4. Can the mode and median change if the data is grouped into categories?

Yes, the mode and median can change if the data is grouped into categories. When data is grouped, the mode becomes the category with the highest frequency, and the median is calculated differently to account for the grouping. This can result in different values for the mode and median.

5. How do the mode and median change if new data points are added to the existing set?

The mode and median can change if new data points are added to the existing set. If the new data points are similar to the existing data, the mode and median may not change significantly. However, if the new data points are significantly different from the existing data, they can affect the mode and median, potentially causing them to change.

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