Quadratic upper bound for the negative Levy-Khintchine jump integral
ProvedAvramDividend.Classical.negative_jump_lk_integral_upperavram-classicallevy-khintchinem2m4quadratic-boundunbounded-variation
For nonnegative theta, the negative-jump Levy-Khintchine integral is bounded above by theta squared times the small-jump second moment.
Preamble
import Mathlib open MeasureTheory Set open scoped NNReal ENNReal
Formal statement
namespace AvramDividend.Classical
theorem negative_jump_lk_integral_upper
(ν : Measure ℝ) (θ : ℝ) (hθ : 0 ≤ θ)
(hint : IntegrableOn
(fun y : ℝ => Real.exp (θ * y) - 1 -
θ * y * (Ioo (-1 : ℝ) 1).indicator 1 y)
(Iio (0 : ℝ)) ν)
(hy2 : IntegrableOn (fun y : ℝ => y ^ 2) (Ioo (-1 : ℝ) 0) ν) :
(∫ y in Iio (0 : ℝ),
(Real.exp (θ * y) - 1 -
θ * y * (Ioo (-1 : ℝ) 1).indicator 1 y) ∂ν) ≤
θ ^ 2 * ∫ y in Ioo (-1 : ℝ) 0, y ^ 2 ∂ν := by
sorry
end AvramDividend.ClassicalSource
Split at -1. The large-jump contribution is nonpositive, while the compensated small-jump remainder is bounded by theta squared times y squared.