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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 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N (n + 1) ω < N this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω ⊢ upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f 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....
refine' ⟨_, this⟩
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N 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 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N (n + 1) ω < N this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω ⊢ upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f 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....
rw [upperCrossingTime_succ_eq, upperCrossingTime_succ_eq, eq_comm, this]
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N 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 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N (n + 1) ω < N this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω ⊢ hitting f (Set.Ici b) (lowerCrossingTime a b f N n ω) N ω = hittin...
/- 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' hitting_eq_hitting_of_exists hNM _
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N 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 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N (n + 1) ω < N this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω ⊢ ∃ j ∈ Set.Icc (lowerCrossingTime a b f N n ω) N, f j ω ∈ Set.Ici b
/- 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 [upperCrossingTime_succ_eq, hitting_lt_iff] at h
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N 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 M : ℕ hNM : N ≤ M h : ∃ j ∈ Set.Ico (lowerCrossingTime a b f N n ω) N, f j ω ∈ Set.Ici b this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω ⊢ ∃ j ∈ Set.Icc (lowerCrossingTime a b f ...
/- 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 ⟨j, hj₁, hj₂⟩ := h
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω
Mathlib_Probability_Martingale_Upcrossing
case 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 M : ℕ hNM : N ≤ M this : lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω j : ℕ hj₁ : j ∈ Set.Ico (lowerCrossingTime a b f N n ω) N hj₂ : f j ω ∈ Set.Ici b ⊢ ∃ j ∈ Set.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....
exacts [⟨j, ⟨hj₁.1, hj₁.2.le⟩, hj₂⟩, le_rfl]
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N n ω := by have := (crossing_eq_crossing_of_lowe...
Mathlib.Probability.Martingale.Upcrossing.521_0.80Cpy4Qgm9i1y9y
theorem crossing_eq_crossing_of_upperCrossingTime_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N (n + 1) ω < N) : upperCrossingTime a b f M (n + 1) ω = upperCrossingTime a b f N (n + 1) ω ∧ lowerCrossingTime a b f M n ω = lowerCrossingTime a b f N 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 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N n ω < N ⊢ upperCrossingTime a b f M n ω = 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....
cases n
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N n ω := by
Mathlib.Probability.Martingale.Upcrossing.535_0.80Cpy4Qgm9i1y9y
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N n ω
Mathlib_Probability_Martingale_Upcrossing
case zero Ω : Type u_1 ι : Type u_2 m0 : MeasurableSpace Ω μ : Measure Ω a b : ℝ f : ℕ → Ω → ℝ N m : ℕ ω : Ω ℱ : Filtration ℕ m0 M : ℕ hNM : N ≤ M h : upperCrossingTime a b f N Nat.zero ω < N ⊢ upperCrossingTime a b f M Nat.zero ω = upperCrossingTime a b f N Nat.zero 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
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N n ω := by cases n ·
Mathlib.Probability.Martingale.Upcrossing.535_0.80Cpy4Qgm9i1y9y
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N n ω
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 m : ℕ ω : Ω ℱ : Filtration ℕ m0 M : ℕ hNM : N ≤ M n✝ : ℕ h : upperCrossingTime a b f N (Nat.succ n✝) ω < N ⊢ upperCrossingTime a b f M (Nat.succ n✝) ω = upperCrossingTime a b f N (Nat.succ 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....
exact (crossing_eq_crossing_of_upperCrossingTime_lt hNM h).1
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N n ω := by cases n · simp ·
Mathlib.Probability.Martingale.Upcrossing.535_0.80Cpy4Qgm9i1y9y
theorem upperCrossingTime_eq_upperCrossingTime_of_lt {M : ℕ} (hNM : N ≤ M) (h : upperCrossingTime a b f N n ω < N) : upperCrossingTime a b f M n ω = upperCrossingTime a b f N 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 hab : a < b ⊢ Monotone fun 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....
intro N M hNM ω
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun 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 hab : a < b N M : ℕ hNM : N ≤ M ω : Ω ⊢ (fun N ω => upcrossingsBefore a b f N ω) N ω ≤ (fun N ω => upcrossingsBefore a b f N ω) M 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 only [upcrossingsBefore]
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun 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 hab : a < b N M : ℕ hNM : N ≤ M ω : Ω ⊢ sSup {n | upperCrossingTime a b f N n ω < N} ≤ sSup {n | upperCrossingTime a b f M n ω < 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....
by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore]
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω
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 N M : ℕ hNM : N ≤ M ω : Ω hemp : Set.Nonempty {n | upperCrossingTime a b f N n ω < N} ⊢ sSup {n | upperCrossingTime a b f N n ω < N} ≤ sSup {n | upperCrossingTime a b f M 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' csSup_le_csSup (upperCrossingTime_lt_bddAbove hab) hemp fun n hn => _
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore] by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty ·
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω
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 N M : ℕ hNM : N ≤ M ω : Ω hemp : Set.Nonempty {n | upperCrossingTime a b f N n ω < N} n : ℕ hn : n ∈ {n | upperCrossingTime a b f N n ω < N} ⊢ n ∈ {n | upperCrossingTime a b f...
/- 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.mem_setOf_eq, upperCrossingTime_eq_upperCrossingTime_of_lt hNM hn]
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore] by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty · refine' csSup_le_csSup (upperCrossingTime_lt_bddAbove hab) hemp fun n hn => _
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω
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 N M : ℕ hNM : N ≤ M ω : Ω hemp : Set.Nonempty {n | upperCrossingTime a b f N n ω < N} n : ℕ hn : n ∈ {n | upperCrossingTime a b f N n ω < 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....
exact lt_of_lt_of_le hn hNM
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore] by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty · refine' csSup_le_csSup (upperCrossingTime_lt_bddAbove hab) hemp fun n hn => _ rw [Set.mem_...
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω
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 N M : ℕ hNM : N ≤ M ω : Ω hemp : ¬Set.Nonempty {n | upperCrossingTime a b f N n ω < N} ⊢ sSup {n | upperCrossingTime a b f N n ω < N} ≤ sSup {n | upperCrossingTime a b f M 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 [Set.not_nonempty_iff_eq_empty] at hemp
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore] by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty · refine' csSup_le_csSup (upperCrossingTime_lt_bddAbove hab) hemp fun n hn => _ rw [Set.mem_...
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω
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 N M : ℕ hNM : N ≤ M ω : Ω hemp : {n | upperCrossingTime a b f N n ω < N} = ∅ ⊢ sSup {n | upperCrossingTime a b f N n ω < N} ≤ sSup {n | upperCrossingTime a b f M n ω < 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....
simp [hemp, csSup_empty, bot_eq_zero', zero_le']
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun N ω => upcrossingsBefore a b f N ω := by intro N M hNM ω simp only [upcrossingsBefore] by_cases hemp : {n : ℕ | upperCrossingTime a b f N n ω < N}.Nonempty · refine' csSup_le_csSup (upperCrossingTime_lt_bddAbove hab) hemp fun n hn => _ rw [Set.mem_...
Mathlib.Probability.Martingale.Upcrossing.543_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_mono (hab : a < b) : Monotone fun 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) _)
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ Nat.succ (upcrossingsBefore a b f N ω) ∈ {n | upperCrossingTime a b f (N₂ + 1) n ω < N₂ + 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.mem_setOf_eq, upperCrossingTime_succ_eq, hitting_lt_iff _ le_rfl]
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ ∃ j ∈ Set.Ico (lowerCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) ω) (N₂ + 1), f j ω ∈ Set.Ici b
/- 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' ⟨N₂, ⟨_, Nat.lt_succ_self _⟩, hN₂'.le⟩
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ lowerCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) ω ≤ N₂
/- 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 [lowerCrossingTime, hitting_le_iff_of_lt _ (Nat.lt_succ_self _)]
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ ∃ j ∈ Set.Icc (upperCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) ω) N₂, f j ω ∈ Set.Iic 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' ⟨N₁, ⟨le_trans _ hN₁, hN₂⟩, hN₁'.le⟩
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω ⊢ upperCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) 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....
by_cases hN : 0 < N
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : 0 < N ⊢ upperCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) 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....
have : upperCrossingTime a b f N (upcrossingsBefore a b f N ω) ω < N := Nat.sSup_mem (upperCrossingTime_lt_nonempty hN) (upperCrossingTime_lt_bddAbove hab)
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : 0 < N this : upperCrossingTime a b f N (upcrossingsBefore a b f N ω) ω < N ⊢ upperCrossingTime a b f...
/- 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 [upperCrossingTime_eq_upperCrossingTime_of_lt (hN₁.trans (hN₂.trans <| Nat.le_succ _)) this]
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : 0 < N this : upperCrossingTime a b f N (upcrossingsBefore a b f N ω) ω < N ⊢ upperCrossingTime a b f...
/- 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 this.le
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : ¬0 < N ⊢ upperCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) 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 [not_lt, le_zero_iff] at hN
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : N = 0 ⊢ upperCrossingTime a b f (N₂ + 1) (upcrossingsBefore a b f N ω) 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 [hN, upcrossingsBefore_zero, upperCrossingTime_zero]
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω
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 N₁ N₂ : ℕ hN₁ : N ≤ N₁ hN₁' : f N₁ ω < a hN₂ : N₁ ≤ N₂ hN₂' : b < f N₂ ω hN : N = 0 ⊢ ⊥ ω ≤ 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 upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) ω := by refine' lt_of_lt_of_le (Nat.lt_succ_self _) (le_csSup (upperCrossingTime_lt_bddAbove hab) ...
Mathlib.Probability.Martingale.Upcrossing.554_0.80Cpy4Qgm9i1y9y
theorem upcrossingsBefore_lt_of_exists_upcrossing (hab : a < b) {N₁ N₂ : ℕ} (hN₁ : N ≤ N₁) (hN₁' : f N₁ ω < a) (hN₂ : N₁ ≤ N₂) (hN₂' : b < f N₂ ω) : upcrossingsBefore a b f N ω < upcrossingsBefore a b f (N₂ + 1) 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 hab : a < b hn : upcrossingsBefore a b f N ω < n ⊢ stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 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....
have : N ≤ upperCrossingTime a b f N n ω := by rw [upcrossingsBefore] at hn rw [← not_lt] exact fun h => not_le.2 hn (le_csSup (upperCrossingTime_lt_bddAbove hab) h)
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0 := by
Mathlib.Probability.Martingale.Upcrossing.588_0.80Cpy4Qgm9i1y9y
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0
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 : upcrossingsBefore a b f N ω < n ⊢ 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....
rw [upcrossingsBefore] at hn
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0 := by have : N ≤ upperCrossingTime a b f N n ω := by
Mathlib.Probability.Martingale.Upcrossing.588_0.80Cpy4Qgm9i1y9y
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0
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 : sSup {n | upperCrossingTime a b f N n ω < N} < n ⊢ 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....
rw [← not_lt]
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0 := by have : N ≤ upperCrossingTime a b f N n ω := by rw [upcrossingsBefore] at hn
Mathlib.Probability.Martingale.Upcrossing.588_0.80Cpy4Qgm9i1y9y
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0
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 : sSup {n | upperCrossingTime a b f N n ω < N} < 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 fun h => not_le.2 hn (le_csSup (upperCrossingTime_lt_bddAbove hab) h)
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0 := by have : N ≤ upperCrossingTime a b f N n ω := by rw [upcrossingsBefore] at hn rw [← not_lt]...
Mathlib.Probability.Martingale.Upcrossing.588_0.80Cpy4Qgm9i1y9y
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0
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 : upcrossingsBefore a b f N ω < n this : N ≤ upperCrossingTime a b f N n ω ⊢ stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 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....
simp [stoppedValue, upperCrossingTime_stabilize' (Nat.le_succ n) this, lowerCrossingTime_stabilize' le_rfl (le_trans this upperCrossingTime_le_lowerCrossingTime)]
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0 := by have : N ≤ upperCrossingTime a b f N n ω := by rw [upcrossingsBefore] at hn rw [← not_lt]...
Mathlib.Probability.Martingale.Upcrossing.588_0.80Cpy4Qgm9i1y9y
theorem sub_eq_zero_of_upcrossingsBefore_lt (hab : a < b) (hn : upcrossingsBefore a b f N ω < n) : stoppedValue f (upperCrossingTime a b f N (n + 1)) ω - stoppedValue f (lowerCrossingTime a b f N n) ω = 0
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 : a ≤ f N ω hab : a < b ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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....
classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (fun x ↦ (f (x + 1) - f x) ω), Pi.one_apply, Pi.sub_apply, one_mul] rw [Finset.sum_comm] have h₁ : ∀ k, ∑ n in Finset.range N, (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime ...
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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....
by_cases hN : N = 0
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : N = 0 ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 [hN]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 ·
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (fun x ↦ (f (x + 1) - f x) ω), Pi.one_apply, Pi.sub_apply, one_mul]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN]
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ x in Finset.range N, ∑ x_1 in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTim...
/- 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_comm]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 ⊢ (b - a) * ↑(upcrossingsBefore a b f N ω) ≤ ∑ y in Finset.range N, ∑ x in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime ...
/- 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, ∑ n in Finset.range N, (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)).indicator (fun m => f (m + 1) ω - f m ω) n = stoppedValue f (upperCrossingTime a b f N (k + 1)) ω - stoppedValue f (lowerCrossingTime a b f N k) ω := by intro k rw [Finset.su...
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 ⊢ ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fun 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....
intro k
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 k : ℕ ⊢ ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fun m => f (m + 1) 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.sum_indicator_eq_sum_filter, (_ : Finset.filter (fun i => i ∈ Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (Finset.range N) = Finset.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)), Finset.sum_Ico_eq_add_neg _ lowerCrossingTime_le...
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 k : ℕ ⊢ f (upperCrossingTime a b f N (k + 1) ω) ω - f (lowerCrossingTime a b f N k ω) ω = stoppedValue f (upperCrossingTime a b f N (k + 1)) ω - stoppedValu...
/- 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_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 k : ℕ ⊢ Finset.filter (fun i => i ∈ Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (Finset.range N) = Finset.Ico (lowe...
/- 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 i
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
Mathlib_Probability_Martingale_Upcrossing
case a 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 : a ≤ f N ω hab : a < b hN : ¬N = 0 k i : ℕ ⊢ i ∈ Finset.filter (fun i => i ∈ Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (Finset.range 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 [Set.mem_Ico, Finset.mem_filter, Finset.mem_range, Finset.mem_Ico, and_iff_right_iff_imp, and_imp]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
Mathlib_Probability_Martingale_Upcrossing
case a 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 : a ≤ f N ω hab : a < b hN : ¬N = 0 k i : ℕ ⊢ lowerCrossingTime a b f N k ω ≤ i → i < upperCrossingTime a b f N (k + 1) ω → 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....
exact fun _ h => lt_of_lt_of_le h upperCrossingTime_le
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 [h₁]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 h₂ : ∑ _k in Finset.range (upcrossingsBefore a b f N ω), (b - a) ≤ ∑ k in Finset.range N, (stoppedValue f (upperCrossingTime a b f N (k + 1)) ω - stoppedValue f (lowerCrossingTime a b f N k) ω) := by calc ∑ _k in Finset.range (upcrossingsBefore a b f N ω), (b - a) ≤ ∑ k in Finset....
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fu...
/- 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....
calc ∑ _k in Finset.range (upcrossingsBefore a b f N ω), (b - a) ≤ ∑ k in Finset.range (upcrossingsBefore a b f N ω), (stoppedValue f (upperCrossingTime a b f N (k + 1)) ω - stoppedValue f (lowerCrossingTime a b f N k) ω) := by refine' Finset.sum_le_sum fun i hi => ...
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fu...
/- 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' Finset.sum_le_sum fun i hi => le_sub_of_le_upcrossingsBefore (zero_lt_iff.2 hN) hab _
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fu...
/- 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 [Finset.mem_range] at hi
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fu...
/- 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' Finset.sum_le_sum_of_subset_of_nonneg (Finset.range_subset.2 (upcrossingsBefore_le f ω hab)) fun i _ hi => _
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) ω)) (fu...
/- 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 hi' : i = upcrossingsBefore a b f N ω
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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....
subst hi'
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 only [stoppedValue]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 [upperCrossingTime_eq_of_upcrossingsBefore_lt hab (Nat.lt_succ_self _)]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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....
by_cases heq : lowerCrossingTime a b f N (upcrossingsBefore a b f N ω) ω = N
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 [heq, sub_self]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 [sub_nonneg]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 le_trans (stoppedValue_lowerCrossingTime heq) hf
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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 [sub_eq_zero_of_upcrossingsBefore_lt hab]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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_range, not_lt] at hi
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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_ne hi (Ne.symm hi')
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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' le_trans _ h₂
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω
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 hf : a ≤ f N ω hab : a < b hN : ¬N = 0 h₁ : ∀ (k : ℕ), ∑ n in Finset.range N, Set.indicator (Set.Ico (lowerCrossingTime a b f N k ω) (upperCrossingTime a b f N (k + 1) 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.sum_const, Finset.card_range, nsmul_eq_mul, mul_comm]
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) ω := by classical by_cases hN : N = 0 · simp [hN] simp_rw [upcrossingStrat, Finset.sum_mul, ← Set.indicator_mul_left _ _ (f...
Mathlib.Probability.Martingale.Upcrossing.599_0.80Cpy4Qgm9i1y9y
theorem mul_upcrossingsBefore_le (hf : a ≤ f N ω) (hab : a < b) : (b - a) * upcrossingsBefore a b f N ω ≤ ∑ k in Finset.range N, upcrossingStrat a b f N k ω * (f (k + 1) - f k) 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 hfN : ∀ (ω : Ω), a ≤ f N ω hfzero : 0 ≤ f 0 hab : a < b ⊢ (b - a) * ∫ (x : Ω), ↑(upcrossingsBefore a b f N x) ∂μ ≤ ∫ (x : Ω), Finset.sum (Finset...
/- 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 [← integral_mul_left]
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N] := calc (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[∑ k in Finset.range N, upcrossingStrat a b ...
Mathlib.Probability.Martingale.Upcrossing.655_0.80Cpy4Qgm9i1y9y
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[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 : Submartingale f ℱ μ hfN : ∀ (ω : Ω), a ≤ f N ω hfzero : 0 ≤ f 0 hab : a < b ⊢ ∫ (a_1 : Ω), (b - a) * ↑(upcrossingsBefore a b f N a_1) ∂μ ≤ ∫ (x : Ω), Finset.sum (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....
refine' integral_mono_of_nonneg _ ((hf.sum_upcrossingStrat_mul a b N).integrable N) _
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N] := calc (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[∑ k in Finset.range N, upcrossingStrat a b ...
Mathlib.Probability.Martingale.Upcrossing.655_0.80Cpy4Qgm9i1y9y
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N]
Mathlib_Probability_Martingale_Upcrossing
case refine'_1 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 hfN : ∀ (ω : Ω), a ≤ f N ω hfzero : 0 ≤ f 0 hab : a < b ⊢ 0 ≤ᵐ[μ] fun a_1 => (b - a) * ↑(upcrossingsBefore a b f N a_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....
exact eventually_of_forall fun ω => mul_nonneg (sub_nonneg.2 hab.le) (Nat.cast_nonneg _)
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N] := calc (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[∑ k in Finset.range N, upcrossingStrat a b ...
Mathlib.Probability.Martingale.Upcrossing.655_0.80Cpy4Qgm9i1y9y
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N]
Mathlib_Probability_Martingale_Upcrossing
case refine'_2 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 hfN : ∀ (ω : Ω), a ≤ f N ω hfzero : 0 ≤ f 0 hab : a < b ⊢ (fun a_1 => (b - a) * ↑(upcrossingsBefore a b f N a_1)) ≤ᵐ[μ] fun x => ...
/- 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 integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N] := calc (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[∑ k in Finset.range N, upcrossingStrat a b ...
Mathlib.Probability.Martingale.Upcrossing.655_0.80Cpy4Qgm9i1y9y
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N]
Mathlib_Probability_Martingale_Upcrossing
case refine'_2 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 hfN : ∀ (ω : Ω), a ≤ f N ω hfzero : 0 ≤ f 0 hab : a < b ω : Ω ⊢ (fun a_1 => (b - a) * ↑(upcrossingsBefore a b f N a_1)) ω ≤ (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....
simpa using mul_upcrossingsBefore_le (hfN ω) hab
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[f N] := calc (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[∑ k in Finset.range N, upcrossingStrat a b ...
Mathlib.Probability.Martingale.Upcrossing.655_0.80Cpy4Qgm9i1y9y
theorem integral_mul_upcrossingsBefore_le_integral [IsFiniteMeasure μ] (hf : Submartingale f ℱ μ) (hfN : ∀ ω, a ≤ f N ω) (hfzero : 0 ≤ f 0) (hab : a < b) : (b - a) * μ[upcrossingsBefore a b f N] ≤ μ[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 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
/- 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 hab' : 0 < b - a := sub_pos.2 hab
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
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 hab' : 0 < b - a ⊢ 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 = lowerCrossingT...
/- 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 hf : ∀ ω i, b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω := by intro i ω refine' ⟨fun h => _, fun h => _⟩ · rwa [← sub_le_sub_iff_right a, ← LatticeOrderedGroup.pos_eq_self_of_pos_pos (lt_of_lt_of_le hab' h)] · rw [← sub_le_sub_iff_right a] at h rwa [LatticeOrderedGroup.pos_of_nonneg _ (le_trans ...
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
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 hab' : 0 < b - a ⊢ ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i 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....
intro i 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
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 i : Ω ω : ℕ ⊢ b - a ≤ (f ω i - a)⁺ ↔ b ≤ f ω 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....
refine' ⟨fun h => _, fun h => _⟩
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 refine'_1 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 i : Ω ω : ℕ h : b - a ≤ (f ω i - a)⁺ ⊢ b ≤ f ω 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....
rwa [← sub_le_sub_iff_right a, ← LatticeOrderedGroup.pos_eq_self_of_pos_pos (lt_of_lt_of_le hab' h)]
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 refine'_2 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 i : Ω ω : ℕ h : b ≤ f ω i ⊢ b - a ≤ (f ω i - 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 [← sub_le_sub_iff_right a] at h
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 refine'_2 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 i : Ω ω : ℕ h : b - a ≤ f ω i - a ⊢ b - a ≤ (f ω i - 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....
rwa [LatticeOrderedGroup.pos_of_nonneg _ (le_trans hab'.le h)]
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 hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω ⊢ upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N n = upperCrossingTime a b f N n ∧ lowerCrossingTime...
/- 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 hf' : ∀ ω i, (f i ω - a)⁺ ≤ 0 ↔ f i ω ≤ a := by intro ω i rw [LatticeOrderedGroup.pos_nonpos_iff, sub_nonpos]
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 hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω ⊢ ∀ (ω : Ω) (i : ℕ), (f i ω - a)⁺ ≤ 0 ↔ f i 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....
intro ω i
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 hab' : 0 < b - a hf : ∀ (ω : Ω) (i : ℕ), b - a ≤ (f i ω - a)⁺ ↔ b ≤ f i ω ω : Ω i : ℕ ⊢ (f i ω - a)⁺ ≤ 0 ↔ f i 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....
rw [LatticeOrderedGroup.pos_nonpos_iff, sub_nonpos]
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 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 ⊢ upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) 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....
induction' n with k ih
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 zero 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 ⊢ upperCrossingTime 0 (b - a) (fun n ω => (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....
refine' ⟨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 zero 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 ⊢ lowerCrossingTime 0 (b - a) (fun n ω => (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 (config := { unfoldPartialApp := true }) only [lowerCrossingTime_zero, hitting, Set.mem_Icc, Set.mem_Iic, Nat.zero_eq]
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 zero 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 ⊢ (fun x => if ∃ j ∈ Set.Icc ⊥ N, (f j 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....
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 zero.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 ω : Ω ⊢ (if ∃ j ∈ Set.Icc ⊥ N, (f j 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....
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 ω : Ω h₁ : ∃ j ∈ Set.Icc ⊥ N, (f j ω - a)⁺ ∈ Set....
/- 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']
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 ω : Ω h₁ : ∃ j ∈ Set.Icc ⊥ N, (f j ω - a)⁺ ∈ Set....
/- 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 [Set.mem_Iic, ← hf' _ _] at 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 ω : Ω h₁ : ∃ j ∈ Set.Icc ⊥ N, (f j ω - a)⁺ ∈ Set....
/- 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 False.elim (h₂ 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 ω : Ω h₁ : ¬∃ j ∈ Set.Icc ⊥ N, (f j ω - a)⁺ ∈ Set...
/- 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 [Set.mem_Iic, hf' _ _] at 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 ω : Ω h₂ : ∃ j ∈ Set.Icc ⊥ N, f j ω ∈ Set.Iic a h...
/- 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 False.elim (h₁ 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 ω : Ω h₁ : ¬∃ j ∈ Set.Icc ⊥ N, (f j ω - a)⁺ ∈ Set...
/- 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....
have : upperCrossingTime 0 (b - a) (fun n ω => (f n ω - a)⁺) N (k + 1) = upperCrossingTime a b f N (k + 1) := by ext ω simp only [upperCrossingTime_succ_eq, ← ih.2, hitting, Set.mem_Ici, tsub_le_iff_right] split_ifs with h₁ h₂ h₂ · simp_rw [← sub_le_iff_le_add, hf ω] · refine' Fals...
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 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 => (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....
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 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 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 only [upperCrossingTime_succ_eq, ← ih.2, hitting, Set.mem_Ici, tsub_le_iff_right]
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 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 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....
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 [← sub_le_iff_le_add, 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_Ici, 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_Ici]
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