English
If ΣFinite(μ.trim hm), condVar has a conditional-expression form that matches integrability and measurability assumptions.
Русский
Если ΣFinite(μ.trim hm), condVar имеет форму условного выражения, зависящего от интегрируемости и измеримости.
LaTeX
$$$ [SigmaFinite(μ.trim hm)] \Rightarrow Var[X; μ | m] = \text{condExp-form}(X, μ, m) $$$
Lean4
theorem condVar_of_sigmaFinite [SigmaFinite (μ.trim hm)] :
Var[X; μ | m] =
if Integrable (fun ω ↦ (X ω - (μ[X|m]) ω) ^ 2) μ then
if StronglyMeasurable[m] (fun ω ↦ (X ω - (μ[X|m]) ω) ^ 2) then fun ω ↦ (X ω - (μ[X|m]) ω) ^ 2
else aestronglyMeasurable_condExpL1.mk (condExpL1 hm μ fun ω ↦ (X ω - (μ[X|m]) ω) ^ 2)
else 0 :=
condExp_of_sigmaFinite _