MegaMaester

Statistics for Everyday Life · Lesson 4

Averages and Distributions

beginner17 min · 7 cards
The big idea
⚖️

"Average" names three different things

And which one is quoted can reverse a headline.

Try it

Which Average?

Total payroll cost for next year, from 200 salaries.

Which summary honestly answers the question?

Pick the summary that answers each question honestly.
Compare

Ten salaries, two answers

Mean

£50,000

Tap.
tap for example ↻
Median

£27,500

Tap.
tap for example ↻

For total payroll cost the mean is right. For "what would I earn" it is close to a lie.

Key term

A free diagnostic

What does a large mean-median gap tell you?
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Skew
A tail. The mean has been pulled toward extreme values and is no longer describing a typical case.
Nuance

One graduate

Maester Note

A university’s geography graduates once topped salary rankings. Michael Jordan had graduated from the programme. The mean was computed correctly and was useless.

Quick check

What makes statistics necessary?