For a Lebesgue measurable function , the preimage of every open set is a Lebesgue measurable set. For a Borel measurable function, each such preimage must instead be a Borel set. Equivalently, both definitions can test all Borel target sets: the collectionis a sigma-algebra, since preimages preserve complements and countable unions. Containing all open sets therefore makes it contain the Borel sigma-algebra.
Now let be open. Since is a Borel measurable function, is Borel. Since is a Lebesgue measurable function, is a Lebesgue measurable set. ButThus is a Lebesgue measurable function. The intermediate sigma-algebra is Borel; this is why Borel postcomposition preserves Lebesgue measurability.
The dominated convergence theorem says that if measurable converge almost everywhere to and almost everywhere for a single Lebesgue integrable function , then is integrable andHere, for , put and . The exponential function gives at every such , so . Also . This dominator is integrable: on , , whose integral is two; on , , whose integral is finite. DCT therefore proves the required limit.
The limiting value can also be evaluated. Substitute and use the Gaussian integral:In fact, scaling the second exponential term gives the exact integral . The integral error decays as despite exponential convergence at each fixed positive ; the slow part lies near the endpoint zero.
Articles by others on the same topic
There are currently no matching articles.