Integrals with a measure derived from probability mass functions. #
This file connects PMF with integral. The main result is that the integral (i.e. the expected
value) with regard to a measure derived from a PMF is a sum weighted by the PMF.
It also provides the expected value for specific probability mass functions.
theorem PMF.integral_eq_tsum {α : Type u_1} [MeasurableSpace α] [MeasurableSingletonClass α] {E : Type u_2} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] (p : PMF α) (f : α → E) (hf : MeasureTheory.Integrable f p.toMeasure) :
theorem PMF.integral_eq_sum {α : Type u_1} [MeasurableSpace α] [MeasurableSingletonClass α] {E : Type u_2} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] [Fintype α] (p : PMF α) (f : α → E) :