Compound Poisson process: Difference between revisions

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m Robot - Speedily moving category Poisson processes to Category:Poisson point processes per CFDS.
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Using [[law of total expectation|conditional expectation]], the [[expected value]] of a compound Poisson process can be calculated using a result known as [[Wald's equation]] as:
 
:<math>\,E(Y(t)) = E(E(Y(D_{1} + ... + D_{N_{t}})|N = E(t))) = E(N(t))E(D)D_{1}) = = E(N(t))E(DD_{1}) = \lambda t E(D).</math>
 
Making similar use of the [[law of total variance]], the [[variance]] can be calculated as: