Robert Mann - An Introduction to Particle Physics and the Standard Model · Problem 7

A Toy Theory — Robert Mann

Physics — Particle Physics · poisson-distribution-photomultiplier

Problem

In a photomultiplier tube, each incident photon produces nn electrons. Over NN repetitions of this process the average number of electrons produced is nˉ=1N∑i=1Nni\bar{n} = \frac{1}{N}\sum_{i=1}^{N} n_i and the probability of observing a particular number nn of electrons for a typical measurement is P(n)=nˉnn!e−nˉP(n) = \frac{\bar{n}^n}{n!}e^{-\bar{n}} a distribution called a Poisson distribution. (a) Show that ∑nP(n)=1\sum_n P(n) = 1. (b) Compute the average ⟨n⟩=∑nnP(n)\langle n \rangle = \sum_n n P(n) (c) Find the standard deviation ⟨(n−⟨n⟩)2⟩\sqrt{\left\langle (n - \langle n \rangle)^2 \right\rangle} of the number of electrons observed.

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