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Exercise 1.7.20 (Product of Dirac measures and product of counting measures)
Let , be measurable spaces.
- (i)
- Show that the product of two Dirac measures on , is a Dirac measure on .
- (ii)
- If are at most countable, show that the product of the two counting measures on , is the counting measure on .
Answers
- (i)
- The product of two Dirac measures is a Dirac measure.
Let and be the Dirac measures of the original measure spaces. We argue that the product measure, which we denote as , is indeed itself a Dirac measure given byThe trick is to use Exercise 1.7.9(i) and find a set in the generating set such that . Since is in the generating set, we can profit from the fact that the product of measures and the product measure coincide on this domain. In other words, by additivity of we have
Hence,
From here on, we differentiate two mutually exclusive cases:
- either , in which case we must also have and so ;
- or , in which case we could, at first glance, have . But then, repeating the procedure from the previous part, but this time applied to , we obtain a cover of such that as - a contradiction to as per construction of .
- (ii)
- The product of the two counting measures is the counting measure.
Mimicking the strategy from the previous part of the exercise, we find a set in the generating set such that (Exercise 1.7.9 (i)). In other words, by additivity of we haveHence,
Now suppose, for the sake of contradiction, that . We then have one of the following cases:
- . In this case although - a contradiction.
- . Then, we at least have some . Repeating the procedure, we can find a cover of with . But - a contradiction to the fact that .