Theorem: ProbabilityTheory.strong_law_aux4
File: Mathlib/Probability/StrongLaw.lean

Proof steps:
state_before: Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
⊢ ∀ᵐ (ω : Ω),
    (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) =o[atTop] fun n => ↑⌊c ^ n⌋₊
state_after: case h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) =o[atTop] fun n => ↑⌊c ^ n⌋₊
tactic: filter_upwards [strong_law_aux2 X hint hindep hident hnonneg c_one] with ω hω
state_before: case h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) =o[atTop] fun n => ↑⌊c ^ n⌋₊
state_after: case h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) =o[atTop] fun n => ↑⌊c ^ n⌋₊
tactic: have A : Tendsto (fun n : ℕ => ⌊c ^ n⌋₊) atTop atTop :=
    tendsto_nat_floor_atTop.comp (tendsto_pow_atTop_atTop_of_one_lt c_one)
state_before: case h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) =o[atTop] fun n => ↑⌊c ^ n⌋₊
state_after: case h.e'_7
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) = fun x =>
    (∑ i ∈ range ⌊c ^ x⌋₊, truncation (X i) (↑i) ω - ∫ (a : Ω), (∑ i ∈ range ⌊c ^ x⌋₊, truncation (X i) ↑i) a) +
      ((fun n => (∫ (a : Ω), (∑ i ∈ range n, truncation (X i) ↑i) a) - ↑n * ∫ (a : Ω), X 0 a) ∘ fun n => ⌊c ^ n⌋₊) x
tactic: convert hω.add ((strong_law_aux3 X hint hident).comp_tendsto A) using 1
state_before: case h.e'_7
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
⊢ (fun n => ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a) = fun x =>
    (∑ i ∈ range ⌊c ^ x⌋₊, truncation (X i) (↑i) ω - ∫ (a : Ω), (∑ i ∈ range ⌊c ^ x⌋₊, truncation (X i) ↑i) a) +
      ((fun n => (∫ (a : Ω), (∑ i ∈ range n, truncation (X i) ↑i) a) - ↑n * ∫ (a : Ω), X 0 a) ∘ fun n => ⌊c ^ n⌋₊) x
state_after: case h.e'_7.h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
n : ℕ
⊢ ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a =
    (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) +
      ((fun n => (∫ (a : Ω), (∑ i ∈ range n, truncation (X i) ↑i) a) - ↑n * ∫ (a : Ω), X 0 a) ∘ fun n => ⌊c ^ n⌋₊) n
tactic: ext1 n
state_before: case h.e'_7.h
Ω : Type u_1
inst✝¹ : MeasureSpace Ω
inst✝ : IsProbabilityMeasure ℙ
X : ℕ → Ω → ℝ
hint : Integrable (X 0) ℙ
hindep : Pairwise fun i j => IndepFun (X i) (X j) ℙ
hident : ∀ (i : ℕ), IdentDistrib (X i) (X 0) ℙ ℙ
hnonneg : ∀ (i : ℕ) (ω : Ω), 0 ≤ X i ω
c : ℝ
c_one : 1 < c
ω : Ω
hω :
  (fun n =>
      ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω -
        ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) =o[atTop]
    fun n => ↑⌊c ^ n⌋₊
A : Tendsto (fun n => ⌊c ^ n⌋₊) atTop atTop
n : ℕ
⊢ ∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ↑⌊c ^ n⌋₊ * ∫ (a : Ω), X 0 a =
    (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) (↑i) ω - ∫ (a : Ω), (∑ i ∈ range ⌊c ^ n⌋₊, truncation (X i) ↑i) a) +
      ((fun n => (∫ (a : Ω), (∑ i ∈ range n, truncation (X i) ↑i) a) - ↑n * ∫ (a : Ω), X 0 a) ∘ fun n => ⌊c ^ n⌋₊) n
state_after: no goals
tactic: simp