Documentation

Atlas.BooleanFunctions.code.LindebergOneDim

theorem BooleanFourier.rademacher_avg_taylor (Ψ : ) ( : IsC3Bounded Ψ) (c a : ) :
|(Ψ (c + a) + Ψ (c - a)) / 2 - Ψ c - 1 / 2 * iteratedDeriv 2 Ψ c * a ^ 2| 1 / 6 * .thirdDerivBound * |a| ^ 3
theorem BooleanFourier.gaussian_integral_taylor (Ψ : ) ( : IsC3Bounded Ψ) (c a : ) :
| (t : ), Ψ (c + a * t) ProbabilityTheory.gaussianReal 0 1 - Ψ c - 1 / 2 * iteratedDeriv 2 Ψ c * a ^ 2| 1 / 6 * .thirdDerivBound * |a| ^ 3 * (t : ), |t| ^ 3 ProbabilityTheory.gaussianReal 0 1
theorem BooleanFourier.lindeberg_one_dim_comparison (Ψ : ) ( : IsC3Bounded Ψ) (c a : ) :
|(Ψ (c + a) + Ψ (c - a)) / 2 - (t : ), Ψ (c + a * t) ProbabilityTheory.gaussianReal 0 1| 1 / 2 * .thirdDerivBound * |a| ^ 3