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case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rfl
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case succ Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' ⟨this, _⟩
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case succ Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
ext ω
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case succ.h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp only [lowerCrossingTime, this, hitting, Set.mem_Iic]
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case succ.h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
split_ifs with h₁ h₂ h₂
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [hf' ω]
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' False.elim (h₂ _)
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_all only [Set.mem_Iic, not_true_eq_false]
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' False.elim (h₁ _)
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_all only [Set.mem_Iic]
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hab : a < b hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω hf' : ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a k : ℕ ih : upperCrossingTime 0 (b - a) (fun n ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rfl
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n := by have hab' : 0 < b - a := sub_pos.2 hab have hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤...
Mathlib.Probability.Martingale.Upcrossing.670_0.80Cpy4Qgm9i1y9y
theorem crossing_pos_eq (hab : a < b) : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = lowerCrossingTime a b f N n
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b ⊢ upcrossingsBefore 0 (b - a) (fun n ω => (f n ω - a)⁺) N ω = upcrossingsBefore a b f N ω
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [upcrossingsBefore, (crossing_pos_eq hab).1]
theorem upcrossingsBefore_pos_eq (hab : a < b) : upcrossingsBefore 0 (b - a) (fun n ω => (f n ω - a)⁺) N ω = upcrossingsBefore a b f N ω := by
Mathlib.Probability.Martingale.Upcrossing.719_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_pos_eq (hab : a < b) : upcrossingsBefore 0 (b - a) (fun n ω => (f n ω - a)⁺) N ω = upcrossingsBefore a b f N ω
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Submartingale f ℱ μ hab : a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), (fun ω => (f N ω - a)⁺) x ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' le_trans (le_of_eq _) (integral_mul_upcrossingsBefore_le_integral (hf.sub_martingale (martingale_const _ _ _)).pos (fun ω => LatticeOrderedGroup.pos_nonneg _) (fun ω => LatticeOrderedGroup.pos_nonneg _) (sub_pos.2 hab))
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺] := by
Mathlib.Probability.Martingale.Upcrossing.724_0.80Cpy4Qgm9i1y9y
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺]
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Submartingale f ℱ μ hab : a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ = (b - a - 0) * ∫ (x : Ω), ↑(upcrossingsBefore 0 (b - a) (f - fun x x => a)...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [sub_zero, ← upcrossingsBefore_pos_eq hab]
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺] := by refine' le_trans (le_of_eq _) (integral_mul_upcrossingsBefore_le_integral (hf.sub_martingale (martingale_co...
Mathlib.Probability.Martingale.Upcrossing.724_0.80Cpy4Qgm9i1y9y
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺]
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Submartingale f ℱ μ hab : a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore 0 (b - a) (fun n ω => (f n ω - a)⁺) N x) ∂μ = (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore 0 ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rfl
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺] := by refine' le_trans (le_of_eq _) (integral_mul_upcrossingsBefore_le_integral (hf.sub_martingale (martingale_co...
Mathlib.Probability.Martingale.Upcrossing.724_0.80Cpy4Qgm9i1y9y
theorem mul_integral_upcrossingsBefore_le_integral_pos_part_aux [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[fun ω => (f N ω - a)⁺]
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ N : ℕ ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), (fun ω => (f N ω - a)⁺) x ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
by_cases hab : a < b
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib.Probability.Martingale.Upcrossing.735_0.80Cpy4Qgm9i1y9y
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ N : ℕ hab : a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), (fun ω => (f N ω - a)⁺) x ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact mul_integral_upcrossingsBefore_le_integral_pos_part_aux hf hab
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib.Probability.Martingale.Upcrossing.735_0.80Cpy4Qgm9i1y9y
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ N : ℕ hab : ¬a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), (fun ω => (f N ω - a)⁺) x ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [not_lt, ← sub_nonpos] at hab
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib.Probability.Martingale.Upcrossing.735_0.80Cpy4Qgm9i1y9y
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ N : ℕ hab : b - a ≤ 0 ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), (fun ω => (f N ω - a)⁺) x ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact le_trans (mul_nonpos_of_nonpos_of_nonneg hab (integral_nonneg fun ω => Nat.cast_nonneg _)) (integral_nonneg fun ω => LatticeOrderedGroup.pos_nonneg _)
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib.Probability.Martingale.Upcrossing.735_0.80Cpy4Qgm9i1y9y
/-- **Doob's upcrossing estimate**: given a real valued discrete submartingale `f` and real values `a` and `b`, we have `(b - a) * 𝔼[upcrossingsBefore a b f N] ≤ 𝔼[(f N - a)⁺]` where `upcrossingsBefore a b f N` is the number of times the process `f` crossed from below `a` to above `b` before the time `N`. -/ theorem ...
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b ⊢ upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
by_cases hN : N = 0
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : N = 0 ⊢ upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp [hN]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 ·
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 ⊢ upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω hab))]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN]
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 ⊢ upcrossingsBefore a b f N ω = ∑ i in Finset.Ico (Nat.succ 0) (Nat.succ (upcrossingsBefore a b f N ω)), Set.indicator {n | upperCrossingTime a b f N n ω ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
have h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), {n : ℕ | upperCrossingTime a b f N n ω < N}.indicator 1 k = 1 := by rintro k hk rw [Finset.mem_Ico] at hk rw [Set.indicator_of_mem] · rfl · exact upperCrossingTime_lt_of_le_upcrossingsBefore (zero_lt_iff.2 hN) hab (Nat.lt_...
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 ⊢ ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rintro k hk
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 k : ℕ hk : k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1) ⊢ Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Finset.mem_Ico] at hk
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 k : ℕ hk : 1 ≤ k ∧ k < upcrossingsBefore a b f N ω + 1 ⊢ Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Set.indicator_of_mem]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 k : ℕ hk : 1 ≤ k ∧ k < upcrossingsBefore a b f N ω + 1 ⊢ OfNat.ofNat 1 k = 1
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rfl
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 k : ℕ hk : 1 ≤ k ∧ k < upcrossingsBefore a b f N ω + 1 ⊢ k ∈ {n | upperCrossingTime a b f N n ω < N}
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact upperCrossingTime_lt_of_le_upcrossingsBefore (zero_lt_iff.2 hN) hab (Nat.lt_succ_iff.1 hk.2)
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 ⊢ upcrossingsBefore a b f N ω = ∑ i in Fi...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
have h₂ : ∀ k ∈ Finset.Ico (upcrossingsBefore a b f N ω + 1) (N + 1), {n : ℕ | upperCrossingTime a b f N n ω < N}.indicator 1 k = 0 := by rintro k hk rw [Finset.mem_Ico, Nat.succ_le_iff] at hk rw [Set.indicator_of_not_mem] simp only [Set.mem_setOf_eq, not_lt] exact (upperCrossingTime_eq_of_upc...
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 ⊢ ∀ k ∈ Finset.Ico (upcrossingsBefore a b f N ω + 1) (...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rintro k hk
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 k : ℕ hk : k ∈ Finset.Ico (upcrossingsBefore a b f N ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Finset.mem_Ico, Nat.succ_le_iff] at hk
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 k : ℕ hk : upcrossingsBefore a b f N ω < k ∧ k < N + 1...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Set.indicator_of_not_mem]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 k : ℕ hk : upcrossingsBefore a b f N ω < k ∧ k ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp only [Set.mem_setOf_eq, not_lt]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 k : ℕ hk : upcrossingsBefore a b f N ω < k ∧ k ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact (upperCrossingTime_eq_of_upcrossingsBefore_lt hab hk.1).symm.le
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hab : a < b hN : ¬N = 0 h₁ : ∀ k ∈ Finset.Ico 1 (upcrossingsBefore a b f N ω + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 k = 1 h₂ : ∀ k ∈ Finset.Ico (upcrossingsBefore a ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Finset.sum_congr rfl h₁, Finset.sum_congr rfl h₂, Finset.sum_const, Finset.sum_const, smul_eq_mul, mul_one, smul_eq_mul, mul_zero, Nat.card_Ico, Nat.add_succ_sub_one, add_zero, add_zero]
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by by_cases hN : N = 0 · simp [hN] rw [← Finset.sum_Ico_consecutive _ (Nat.succ_le_succ zero_le') (Nat.succ_le_succ (upcrossingsBefore_le f ω...
Mathlib.Probability.Martingale.Upcrossing.775_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_eq_sum (hab : a < b) : upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hf : Adapted ℱ f hab : a < b ⊢ Measurable (upcrossingsBefore a b f N)
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
have : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by ext ω exact upcrossingsBefore_eq_sum hab
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N) := by
Mathlib.Probability.Martingale.Upcrossing.801_0.80Cpy4Qgm9i1y9y
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N)
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hf : Adapted ℱ f hab : a < b ⊢ upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
ext ω
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N) := by have : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by
Mathlib.Probability.Martingale.Upcrossing.801_0.80Cpy4Qgm9i1y9y
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N)
Mathlib_Probability_Martingale_Upcrossing
case h Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 hf : Adapted ℱ f hab : a < b ω : Ω ⊢ upcrossingsBefore a b f N ω = ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact upcrossingsBefore_eq_sum hab
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N) := by have : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by ext ω
Mathlib.Probability.Martingale.Upcrossing.801_0.80Cpy4Qgm9i1y9y
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N)
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hf : Adapted ℱ f hab : a < b this : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i ⊢ Measurable (upcrossingsBefore a...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [this]
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N) := by have : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by ext ω exact upcrossingsBefore_eq_sum hab ...
Mathlib.Probability.Martingale.Upcrossing.801_0.80Cpy4Qgm9i1y9y
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N)
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 hf : Adapted ℱ f hab : a < b this : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), Set.indicator {n | upperCrossingTime a b f N n ω < N} 1 i ⊢ Measurable fun ω => ∑ i in Fins...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact Finset.measurable_sum _ fun i _ => Measurable.indicator measurable_const <| ℱ.le N _ (hf.isStoppingTime_upperCrossingTime.measurableSet_lt_of_pred N)
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N) := by have : upcrossingsBefore a b f N = fun ω => ∑ i in Finset.Ico 1 (N + 1), {n | upperCrossingTime a b f N n ω < N}.indicator 1 i := by ext ω exact upcrossingsBefore_eq_sum hab ...
Mathlib.Probability.Martingale.Upcrossing.801_0.80Cpy4Qgm9i1y9y
theorem Adapted.measurable_upcrossingsBefore (hf : Adapted ℱ f) (hab : a < b) : Measurable (upcrossingsBefore a b f N)
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Adapted ℱ f hab : a < b ⊢ ∀ᵐ (ω : Ω) ∂μ, ‖↑(upcrossingsBefore a b f N ω)‖ ≤ ↑N
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' eventually_of_forall fun ω => _
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ := haveI : ∀ᵐ ω ∂μ, ‖(upcrossingsBefore a b f N ω : ℝ)‖ ≤ N := by
Mathlib.Probability.Martingale.Upcrossing.812_0.80Cpy4Qgm9i1y9y
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Adapted ℱ f hab : a < b ω : Ω ⊢ ‖↑(upcrossingsBefore a b f N ω)‖ ≤ ↑N
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Real.norm_eq_abs, Nat.abs_cast, Nat.cast_le]
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ := haveI : ∀ᵐ ω ∂μ, ‖(upcrossingsBefore a b f N ω : ℝ)‖ ≤ N := by refine' eventually_of_forall fun ω => _
Mathlib.Probability.Martingale.Upcrossing.812_0.80Cpy4Qgm9i1y9y
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ hf : Adapted ℱ f hab : a < b ω : Ω ⊢ upcrossingsBefore a b f N ω ≤ N
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' upcrossingsBefore_le _ _ hab
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ := haveI : ∀ᵐ ω ∂μ, ‖(upcrossingsBefore a b f N ω : ℝ)‖ ≤ N := by refine' eventually_of_forall fun ω => _ rw [Real.norm_eq_abs, Nat.abs_cast, Nat.ca...
Mathlib.Probability.Martingale.Upcrossing.812_0.80Cpy4Qgm9i1y9y
theorem Adapted.integrable_upcrossingsBefore [IsFiniteMeasure μ] (hf : Adapted ℱ f) (hab : a < b) : Integrable (fun ω => (upcrossingsBefore a b f N ω : ℝ)) μ
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 ⊢ upcrossings a b f ω < ⊤ ↔ ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩ exact lt_of_le_of_lt hk ENNReal.coe_lt_top
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 ⊢ upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
constructor
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 ⊢ upcrossings a b f ω < ⊤ → ∃ k, upcrossings a b f ω ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
intro h
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor ·
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 h : upcrossings a b f ω < ⊤ ⊢ ∃ k, upcrossings a b f ω ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 r : ℝ≥0 hr : ↑r = upcrossings a b f ω upcrossings_lt_top_iff✝ upcrossings_lt_top_iff : ↑r < ⊤ ↔ ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k h✝ h : ↑r < ⊤ ⊢ ∃ k, ↑r ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact ⟨r, le_rfl⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mpr Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 ⊢ (∃ k, upcrossings a b f ω ≤ ↑k) → upcrossings a b f ω < ⊤
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rintro ⟨k, hk⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ ·
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mpr.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 k : ℝ≥0 hk : upcrossings a b f ω ≤ ↑k ⊢ upcrossings a b f ω < ⊤
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact lt_of_le_of_lt hk ENNReal.coe_lt_top
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k ⊢ upcrossings a b f ω < ⊤ ↔ ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [this, upcrossings, iSup_le_iff]
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k ⊢ (∃ k, ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k) ↔ ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
constructor
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k ⊢ (∃ k, ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k) → ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rintro ⟨k, hk⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mpr Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k ⊢ (∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k) → ∃ k, ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rintro ⟨k, hk⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k k : ℝ≥0 hk : ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k ⊢ ∃ k, ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
obtain ⟨m, hm⟩ := exists_nat_ge k
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp.intro.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m✝ : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k k : ℝ≥0 hk : ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k m : ℕ hm : k ≤ ↑m ⊢ ∃ k, ∀ (N : ℕ), upcrossingsBefore a...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' ⟨m, fun N => Nat.cast_le.1 ((hk N).trans _)⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mp.intro.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N✝ n m✝ : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k k : ℝ≥0 hk : ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k m : ℕ hm : k ≤ ↑m N : ℕ ⊢ ↑k ≤ ↑m
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rwa [← ENNReal.coe_nat, ENNReal.coe_le_coe]
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mpr.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k k : ℕ hk : ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k ⊢ ∃ k, ∀ (i : ℕ), ↑(upcrossingsBefore a b f i ω) ≤ ↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' ⟨k, fun N => _⟩
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
case mpr.intro Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 this : upcrossings a b f ω < ⊤ ↔ ∃ k, upcrossings a b f ω ≤ ↑k k : ℕ hk : ∀ (N : ℕ), upcrossingsBefore a b f N ω ≤ k N : ℕ ⊢ ↑(upcrossingsBefore a b f N ω) ≤ ↑↑k
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp only [ENNReal.coe_nat, Nat.cast_le, hk N]
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k := by have : upcrossings a b f ω < ∞ ↔ ∃ k : ℝ≥0, upcrossings a b f ω ≤ k := by constructor · intro h lift upcrossings a b f ω to ℝ≥0 using h.ne with r hr exact ⟨r, le_rfl⟩ · rintro ⟨k, hk⟩...
Mathlib.Probability.Martingale.Upcrossing.834_0.80Cpy4Qgm9i1y9y
theorem upcrossings_lt_top_iff : upcrossings a b f ω < ∞ ↔ ∃ k, ∀ N, upcrossingsBefore a b f N ω ≤ k
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ ⊢ ENNReal.ofReal (b - a) * ∫⁻ (ω : Ω), upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
by_cases hab : a < b
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b ⊢ ENNReal.ofReal (b - a) * ∫⁻ (ω : Ω), upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [upcrossings]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b ⊢ ENNReal.ofReal (b - a) * ∫⁻ (ω : Ω), ⨆ N, ↑(upcrossingsBefore a b f N ω) ∂μ ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
have : ∀ N, ∫⁻ ω, ENNReal.ofReal ((f N ω - a)⁺) ∂μ = ENNReal.ofReal (∫ ω, (f N ω - a)⁺ ∂μ) := by intro N rw [ofReal_integral_eq_lintegral_ofReal] · exact (hf.sub_martingale (martingale_const _ _ _)).pos.integrable _ · exact eventually_of_forall fun ω => LatticeOrderedGroup.pos_nonneg _
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b ⊢ ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ)
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
intro N
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b N : ℕ ⊢ ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ)
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [ofReal_integral_eq_lintegral_ofReal]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case hfi Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b N : ℕ ⊢ Integrable fun ω => (f N ω - a)⁺
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact (hf.sub_martingale (martingale_const _ _ _)).pos.integrable _
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case f_nn Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b N : ℕ ⊢ 0 ≤ᵐ[μ] fun ω => (f N ω - a)⁺
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact eventually_of_forall fun ω => LatticeOrderedGroup.pos_nonneg _
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ⊢ ENNReal....
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [lintegral_iSup']
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ⊢ ENNReal....
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [this, ENNReal.mul_iSup, iSup_le_iff]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ⊢ ∀ (i : ℕ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
intro N
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) N : ℕ ⊢ E...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [(by simp : ∫⁻ ω, upcrossingsBefore a b f N ω ∂μ = ∫⁻ ω, ↑(upcrossingsBefore a b f N ω : ℝ≥0) ∂μ), lintegral_coe_eq_integral, ← ENNReal.ofReal_mul (sub_pos.2 hab).le]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) N : ℕ ⊢ ∫⁻ (ω : Ω)...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) N : ℕ ⊢ E...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp_rw [NNReal.coe_nat_cast]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) N : ℕ ⊢ E...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact (ENNReal.ofReal_le_ofReal (hf.mul_integral_upcrossingsBefore_le_integral_pos_part a b N)).trans (le_iSup (α := ℝ≥0∞) _ N)
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos.hfi Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) N : ℕ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
simp only [NNReal.coe_nat_cast, hf.adapted.integrable_upcrossingsBefore hab]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos.hf Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ⊢ ∀ (n ...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact fun n => measurable_from_top.comp_aemeasurable (hf.adapted.measurable_upcrossingsBefore hab).aemeasurable
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos.h_mono Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ⊢ ∀...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
refine' eventually_of_forall fun ω N M hNM => _
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos.h_mono Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [Nat.cast_le]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case pos.h_mono Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N✝ n m : ℕ ω✝ : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : a < b this : ∀ (N : ℕ), ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ = ENNReal.ofReal (∫ (ω : Ω), (f N ω - a)⁺ ∂μ) ω...
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact upcrossingsBefore_mono hab hNM ω
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : ¬a < b ⊢ ENNReal.ofReal (b - a) * ∫⁻ (ω : Ω), upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [not_lt, ← sub_nonpos] at hab
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : b - a ≤ 0 ⊢ ENNReal.ofReal (b - a) * ∫⁻ (ω : Ω), upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
rw [ENNReal.ofReal_of_nonpos hab, zero_mul]
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
case neg Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a✝ b✝ : ℝ f : ℕ → Ω → ℝ N n m : ℕ ω : Ω ℱ : Filtration ℕ m0 inst✝ : IsFiniteMeasure μ a b : ℝ hf : Submartingale f ℱ μ hab : b - a ≤ 0 ⊢ 0 ≤ ⨆ N, ∫⁻ (ω : Ω), ENNReal.ofReal (f N ω - a)⁺ ∂μ
/- Copyright (c) 2022 Kexing Ying. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Kexing Ying -/ import Mathlib.Data.Set.Intervals.Monotone import Mathlib.Probability.Process.HittingTime import Mathlib.Probability.Martingale.Basic #align_import probability.martingale....
exact zero_le _
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib.Probability.Martingale.Upcrossing.852_0.80Cpy4Qgm9i1y9y
/-- A variant of Doob's upcrossing estimate obtained by taking the supremum on both sides. -/ theorem Submartingale.mul_lintegral_upcrossings_le_lintegral_pos_part [IsFiniteMeasure μ] (a b : ℝ) (hf : Submartingale f ℱ μ) : ENNReal.ofReal (b - a) * ∫⁻ ω, upcrossings a b f ω ∂μ ≤ ⨆ N, ∫⁻ ω, ENNReal.ofReal ((f N...
Mathlib_Probability_Martingale_Upcrossing
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a b c : F ⟶ G), a + b + c = a + (b + c)
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ c✝ : F ⟶ G ⊢ a✝ + b✝ + c✝ = a✝ + (b✝ + c✝)
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ c✝ : F ⟶ G x✝ : C ⊢ (a✝ + b✝ + c✝).app x✝ = (a✝ + (b✝ + c✝)).app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply add_assoc
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a : F ⟶ G), 0 + a = a
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G ⊢ 0 + a✝ = a✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G x✝ : C ⊢ (0 + a✝).app x✝ = a✝.app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply zero_add
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a : F ⟶ G), a + 0 = a
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G ⊢ a✝ + 0 = a✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G x✝ : C ⊢ (a✝ + 0).app x✝ = a✝.app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply add_zero
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a b : F ⟶ G), a - b = a + -b
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ : F ⟶ G ⊢ a✝ - b✝ = a✝ + -b✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ : F ⟶ G x✝ : C ⊢ (a✝ - b✝).app x✝ = (a✝ + -b✝).app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply sub_eq_add_neg
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a : F ⟶ G), -a + a = 0
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G ⊢ -a✝ + a✝ = 0
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ : F ⟶ G x✝ : C ⊢ (-a✝ + a✝).app x✝ = 0.app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply add_left_neg
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D ⊢ ∀ (a b : F ⟶ G), a + b = b + a
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ : F ⟶ G ⊢ a✝ + b✝ = b✝ + a✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
ext
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
case w.h C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D F G : C ⥤ D a✝ b✝ : F ⟶ G x✝ : C ⊢ (a✝ + b✝).app x✝ = (b✝ + a✝).app x✝
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
apply add_comm
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory
C : Type u_1 D : Type u_2 inst✝² : Category.{?u.38, u_1} C inst✝¹ : Category.{?u.42, u_2} D inst✝ : Preadditive D ⊢ ∀ (P Q R : C ⥤ D) (f f' : P ⟶ Q) (g : Q ⟶ R), (f + f') ≫ g = f ≫ g + f' ≫ g
/- Copyright (c) 2021 Johan Commelin. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Johan Commelin -/ import Mathlib.CategoryTheory.Preadditive.Basic #align_import category_theory.preadditive.functor_category from "leanprover-community/mathlib"@"829895f162a1f29d0133f...
intros
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G := { add := fun α β => { app := fun X => α.app X + β.app X } zero := { app := fun X => 0 } neg := fun α => { app := fun X => -α.app X } sub := fun α β => { app := fun X => α.app X - β.app X } add_assoc := by ...
Mathlib.CategoryTheory.Preadditive.FunctorCategory.27_0.Nvs9V8Hq6lv6L8Y
instance functorCategoryPreadditive : Preadditive (C ⥤ D) where homGroup F G
Mathlib_CategoryTheory_Preadditive_FunctorCategory