statement proposition
Limit of the cumulative distribution function at infinity
Statement
Let be a real random variable with cumulative distribution function . Then
Remarks
The proof: the events increase with and their union is . So continuity from below gives , and is nondecreasing. In the same way, , because the events decrease to . The proof uses that takes only real values. For a random variable with values in , the limit is .
Explanations
L1 human
For a very large , it is almost sure that , because is some real number. So the probability gets as close to as we like.
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