Descriptive Statistics Don’t Tell the Whole Story!
May 16, 2017
- Here’s a great example of why it is important to plot your data and visually review the result before drawing any conclusions. Remarkably, the Y and X data used to create both of these scatter plots have the same descriptive statistics, and the same (almost) correlation coefficient value (r), but each plot certainly tells a very different story.
Here’s a link to the original work by Justin Matejka and George Fitzmaurice, two researchers at Autodesk, who developed an algorithm to generate the variables with matching statistics: https://www.autodeskresearch.com/publications/samestats
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Good information on analytics, Thanks
August 31, 2017