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Statistics LibreTexts

3.13: Variability Demo

  • Page ID
    2307
  • Skills to Develop

    • State how changes in the mean and standard deviation affect the position and shape of the distribution
    • Identify differences in the means and standard deviations of distributions

    Instructions

    The demonstration shows a graph of two normal distributions. Both distributions have means of \(50\). The red distribution has a standard deviation of \(10\); the blue distribution has a standard deviation of \(5\). You can see that the red distribution is more spread out than the blue distribution. Note that about two thirds of the area of the distributions is within one standard deviation of the mean. For the red distribution, this is between \(40\) and \(60\); for the blue distribution, this is between \(45\) and \(55\). About \(95\%\) of a normal distribution is within two standard deviations from the mean. For the red distribution, this is between \(30\) and \(70\); for the blue it is between \(40\) and \(60\).

    You can change the means and standard deviations of the distributions and see the results visually. For some values, the distributions will be off the graph. For example, if you give a distribution a mean of \(200\), it will not be shown.

    Illustrated Instructions

    The demonstration starts with \(2\) normal distributions with equal means and different standard deviations (see screenshot below).

    variability_demo1.jpg 

    Figure \(\PageIndex{1}\): Normal Distributions variability demo

    The means and standard deviations for both distributions can be changed and these changes will be reflected in the graph. The screenshot below shows the distributions with different means and standard deviations.

    variability_demo2.jpg

    Figure \(\PageIndex{2}\): Distributions with different means and standard deviations

    Contributor

    • Online Statistics Education: A Multimedia Course of Study (http://onlinestatbook.com/). Project Leader: David M. Lane, Rice University.