Bayes Theorem Calculator

Bayes' theorem calculates posterior probabilities based on prior and likelihood.

What this calculator does

P(A|B) = P(B|A) × P(A) / P(B)

When to use this calculator

Reach for this calculator when you need a result you can act on confidently. The formula is straightforward, but manual computation introduces rounding errors that this tool eliminates entirely.

Common mistakes

Many errors with this type of calculation stem from unit inconsistency: mixing metric and imperial, or mixing annual and monthly rates. Ensure all inputs use the same unit system before running the calculation.

Real-world scenarios

A business owner spots that revenue grew from £180,000 last year to £213,400 this year. The calculator confirms the increase is 18.6% — a figure needed for the annual report and for comparing against the industry growth rate cited in the sector report.

Frequently asked questions

What is Bayes' theorem?

A formula to update probability estimates based on new information.

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