Different Perspectives on Achieving the Mean of a Distribution

Requires a Wolfram Notebook System
Interact on desktop, mobile and cloud with the free Wolfram Player or other Wolfram Language products.
Using a small dataset , we can determine the mean value corresponding to five different perspectives on an equitable distribution. Within each perspective, use the slider to accomplish the desired goal.
Contributed by: Alexander White, Matthew Straughn, and Layla Guyot (July 2016)
Open content licensed under CC BY-NC-SA
Snapshots
Details
For each perspective, the choice of achieves a particular goal. By sliding the control for
, you can explore different properties of the mean.
Snapshot 1: Colored bars represent data values. Choose to divide the total into equal parts to show that the mean represents a "fair share."
Snapshot 2: Towers represent data values. By varying , remove area from the taller bars and add it to the shorter bars. Choose
so that all the bars are leveled off at the same height.
Snapshot 3: Circles on the number line represent data values. Each square represents the squared distance from an observation to . Choose
to minimize the sum of the areas of the squares.
Snapshot 4: Circles with unit mass on the "teeter-totter" number line represent data values. The position of the fulcrum is given by . Choose
to achieve balance.
Permanent Citation