The Kelly criterion: how much to risk: a maths EPQ idea
A title to start from
How much should you risk on a favourable bet? The Kelly criterion and the mathematics of growth
Why it works as an EPQ
Logarithms and calculus give a clear optimum, and simulations show its risks.
Scope and difficulty
Solid. Solid. Simple repeated bets; no gambling as part of the project.
The maths
Builds on these A Level topics: Exponentials and logarithms · Differentiation · Probability.
You would learn:
- Expected log growth
- Optimising with calculus
- Volatility of outcomes
One possible plan
- Derive the Kelly fraction for a simple repeated bet.
- Simulate wealth paths for different fractions.
- Compare growth with the chance of large losses.
- Judge why many people use a fraction of Kelly.
Pitfalls
- Presenting it as betting advice.
- Using expected wealth rather than expected log wealth.
Where to start reading
- Search for: Kelly criterion derivation log utility
- Fortune's Formula (William Poundstone)
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