teorth/PFR
Source indexedlemma · leanprover/lean4:v4.33.0-rc1
I₃_eq
PFR.Endgame · PFR/Endgame.lean:87 to 129
Source documentation
The quantity I_3 = I[V:W|S] is equal to I_2.
Exact Lean statement
lemma I₃_eq [IsProbabilityMeasure (ℙ : Measure Ω)] : I[V : W | S] = I₂
Complete declaration
Lean source
Full Lean sourceLean 4
lemma I₃_eq [IsProbabilityMeasure (ℙ : Measure Ω)] : I[V : W | S] = I₂ := by have h_indep2 : iIndepFun ![X₁', X₂, X₁, X₂'] := by exact h_indep.reindex_four_cbad have hident : IdentDistrib (fun a (i : Fin 4) => ![X₁, X₂, X₁', X₂'] i a) (fun a (j : Fin 4) => ![X₁', X₂, X₁, X₂'] j a) := by exact { aemeasurable_fst := by apply Measurable.aemeasurable rw [measurable_pi_iff] intro x fin_cases x; all_goals aesop aemeasurable_snd := by apply Measurable.aemeasurable rw [measurable_pi_iff] intro x fin_cases x; all_goals aesop map_eq := by rw [(ProbabilityTheory.iIndepFun_iff_map_fun_eq_pi_map (Fin.cases hX₁.aemeasurable <| Fin.cases hX₂.aemeasurable <| Fin.cases hX₁'.aemeasurable <| Fin.cases hX₂'.aemeasurable Fin.rec0)).mp h_indep, (ProbabilityTheory.iIndepFun_iff_map_fun_eq_pi_map (Fin.cases hX₁'.aemeasurable <| Fin.cases hX₂.aemeasurable <| Fin.cases hX₁.aemeasurable <| Fin.cases hX₂'.aemeasurable Fin.rec0)).mp h_indep2] congr ext i fin_cases i all_goals simp [h₁.map_eq] } have hmeas1 : Measurable (fun p : Fin 4 → G => (p 0 + p 1, p 0 + p 1 + p 2 + p 3)) := by fun_prop have hUVS : IdentDistrib (prod U S) (prod V S) := by convert! hident.comp hmeas1; simp; abel have hUVWS : IdentDistrib (prod (prod U W) S) (prod (prod V W) S) := by convert (hident.comp hmeas2) <;> simp <;> abel have hU : Measurable U := Measurable.add hX₁ hX₂ have hV : Measurable V := Measurable.add hX₁' hX₂ have hW : Measurable W := Measurable.add hX₁' hX₁ have hS : Measurable S := by fun_prop rw [condMutualInfo_eq hV hW hS, condMutualInfo_eq hU hW hS, chain_rule'' ℙ hU hS, chain_rule'' ℙ hV hS, chain_rule'' ℙ hW hS, chain_rule'' ℙ _ hS, chain_rule'' ℙ _ hS, hUVS.entropy_congr, hUVWS.entropy_congr] · exact Measurable.prod hU hW · exact Measurable.prod hV hW