Some books about analysis ' properties of probability density and cumulative functions.

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I look for some books or references with the following properties:

1- Analysis ' properties of probability density and cumulative functions such as limits at $+\infty$ or $-\infty$ also Riemann integrablity;

2- Some special examples which applied in analysis more than statistics science. Thank you for your advice.