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Can the best candidate lose to someone lucky?

When competitors are closely matched, a small stroke of luck can change who finishes first. A model that combines ability with random events makes it possible to separate that simple possibility from much bigger claims about who deserves success.

3–5 min

Questions you could explore

  • How much does the result depend on the gap between competitors?

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Maths and statistics

When one long wait changes the average

An average wait can sound straightforward until one person waits much longer than everyone else. The mean and median offer two ways to summarize that same group. Their different responses to an unusually large value raise a practical question: what do we want an average to tell us?

5–7 min
Maths and statistics

How is random sampling different from random assignment?

A study can choose people at random, assign them to groups at random, do both, or do neither. Those choices answer different problems: who the findings may describe, and how fairly the study compares conditions.

3–5 min
Can the best candidate lose to someone lucky? | Speech Topic | speaking.app