VRI From Moment Recursion

Documentation

Lean 4 Proof

theorem vri_from_moment_recursion [NeZero J]
    (x : Fin J → ℝ) (hx : ∀ j, 0 < x j) (ρ : ℝ) :
    HasDerivAt (fun p => escortRawMoment x p 1)
      (escortCumulant2 x ρ) ρ := by
  unfold escortCumulant2
  have h := escortRawMoment_hasDerivAt x hx ρ 1
  refine h.congr_deriv ?_
  ring

Dependency Graph

Module Section

The Cumulant Tower: Higher-Order Bridges Between CES and Escort Statistics