Expected hatchlings from Poisson egg laying
Question
A hen lays eggs over a month according to a Poisson process, so the monthly count is Poisson with mean . Each egg hatches with probability , independently of every other egg and of how many were laid. What is the expected number of eggs that hatch?
Short answer
. Conditional on eggs, the expected number of hatchlings is ; the tower property gives . (In fact the hatched count is Poisson with mean by thinning.)
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Open the worked solutionLessons behind this question
- Defining the Poisson Process: Three Equivalent Constructions
- Independence
- Expectation, Mean, and Variance
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