6.1.2—The fact that if X Po+
- Syllabus
- 9709–2028–2029
- Objective
- 6.1.2
- Level
- A2
For X~Po(λ), E(X)=λ and Var(X)=λ. For a time or area interval scaled by k, the mean becomes kλ under a constant-rate model.
Use the equality as a model check, not as a statement that every sample has equal mean and variance. Estimate λ from appropriate exposure.
If the observed average is 4 events per hour, a two-hour interval has Po(8), not Po(4).
Sample variance need not equal sample mean exactly; the equality describes the distributional parameter.