## Given n head/tail observations

- Can assume n different coins with bias 0 or 1
- Data fits perfectly (with probability one)
- Many coins needed

- Or assume one coin
- May fit data poorly

- Can assume n different coins with bias 0 or 1

## “Best explanation” is a compromise

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