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Project-declaredLean 4.8.0 · mathlib@b5eba5954288

Cond bind le second

Prob.cond_bind_le_second

Plain-language statement

Bound an enriched cond by bounding the second half uniformly in the first half

Exact Lean statement

lemma cond_bind_le_second {f : Prob α} {g : α → Prob β} (p q : β → Prop) (i : α → Prop) {b : ℝ}
    (b0 : 0 ≤ b) (gb : ∀ x, f.prob x ≠ 0 → i x → (g x).cond p q ≤ b) :
    (f >>= λ x ↦ Prod.mk x <$> g x).cond (λ y ↦ p y.snd) (λ y ↦ q y.snd ∧ i y.fst) ≤ b

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma cond_bind_le_second {f : Prob α} {g : α  Prob β} (p q : β  Prop) (i : α  Prop) {b : }    (b0 : 0  b) (gb :  x, f.prob x  0  i x  (g x).cond p q  b) :    (f >>= λ x  Prod.mk x <$> g x).cond (λ y  p y.snd) (λ y  q y.snd  i y.fst)  b := by  simp only [cond]  by_cases d0 : (f >>= λ x  Prod.mk x <$> g x).pr (λ y  q y.2  i y.1) = 0  · simp only [d0, div_zero, b0]  simp only [div_le_iff ((Ne.symm d0).lt_of_le pr_nonneg)]  simp only [pr, exp_const_mul, exp_bind]; apply exp_mono; intro x m  simp only [exp_map, Function.comp]  by_cases ix : i x  · simp only [ix, and_true]; specialize gb x m ix; simp only [cond] at gb    by_cases gq : (g x).pr q = 0    · rw [exp_eq_zero]      · apply exp_nonneg; intro y _; by_cases qy : q y        repeat simp only [qy, if_true, if_false, mul_one, mul_zero, b0, le_refl]      · intro y n; rw [pr_eq_zero] at gq; simp only [gq y n, and_false, if_false]    · simp only [div_le_iff ((Ne.symm gq).lt_of_le pr_nonneg)] at gb;      simp only [pr, exp_const_mul] at gb; convert gb  · simp only [ix, and_false, ite_false, mul_zero, le_refl]
Project
debate
License
Apache-2.0
Commit
de3a6e500ae1
Source
Prob/Cond.lean:303-321

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Person-level attribution pending.

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