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Consider an experiment whose sample space consists of a countably infinite number of points. Show that not all points can be equally likely. Can all points have a positive probability of occurring?

Short Answer

Expert verified

It is impossible for all points to be equally probable. It is impossible for all points to have a positive probability.

Step by step solution

01

Given Information.

Consider an experiment whose sample space consists of a countably infinite number of points.

02

Explanation.

Let us consider the hypothesis that all points are equally likely.

Let nbe the number of points and pthe nonzero probability of each point.

Hence, np=1.However, as nis infinite, so must be localid="1649303133978" np,which therefore cannot equal1. It is thus impossible that all points have equal probability.

To guarantee that np=1it is necessary that nbe finite. In other words, there must be a finite number of points with a positive probability of occurring, excluding from the sample space all other points, the probability of which being zero. It is impossible for an infinitely large number of points to have a positive probability of occurring.

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4139135213

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