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Why can one formula find pi much faster than another?

Two correct formulas for pi can be wildly unequal as calculators. In an arctangent series, using small fractional inputs makes successive powers shrink quickly, helping explain why a longer-looking formula can need fewer terms.

5–7 min

Questions you could explore

  • What should count as a fair comparison of computational work?

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  • Wolfram MathWorldMachin’s Formula

    Gives the identity combining arctangents of 1/5 and 1/239. It provides a specific formula for comparing convergence, rather than a claim about today’s fastest pi algorithm.

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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
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