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On the new smoothness class of means and its impact to mean-type mappings

Paweł Pasteczka

TL;DR

This work introduces and elaborates the notion of residual means, capturing near-diagonal behavior of symmetric means through a residuum function $\xi_M$. It proves that every symmetric locally $\mathcal{C}^3$ mean is residual and derives explicit residuums for major mean families (quasideviation, Bajraktarevi\'c, Gini, and quasiarithmetic), including a practical limit formula for variance ratios in mean-type iterations built from residual means. The results extend to means on variable numbers of arguments and reveal independence of the residuum from arity under repetition invariance. A key outcome is a general limit for $\displaystyle \lim_{n\to\infty} \frac{\mathrm{Var}\ \mathbf{M}^{n+1}(x)}{(\mathrm{Var}\ \mathbf{M}^n(x))^2}$ expressed via the residua evaluated at the invariant mean, enabling quadratic-type convergence analyses for invariant mean mappings and concrete applications to families like Gini and Bajraktarevi\'c means.

Abstract

We define so-called residual means, which have a Taylor expansion of the form $M(x)=\bar x +\tfrac12 ξ_M(\bar x) \text{Var}(x)+o(\|x-\bar x\|^α)$ for some $α>2$ and a single-variable function $ξ_M$ ($\bar x$ stands for the arithmetic mean of the vector $x$), and show that all symmetric means which are three times continuously differentiable are residual. We also calculate the value of residuum for quasideviation means and a few subclasses of this family. Later, we apply it to establish the limit of the sequence $\big(\frac{\text{Var}\ {\bf M}^{n+1}(x)}{(\text{Var}\ {\bf M}^n(x))^2}\big)_{n=1}^\infty$, where ${\bf M} \colon I^p\to I^p$ is a mean-type mapping consisting of $p$-variable residual means on an interval $I$, and $x \in I^p$ is a nonconstant vector.

On the new smoothness class of means and its impact to mean-type mappings

TL;DR

This work introduces and elaborates the notion of residual means, capturing near-diagonal behavior of symmetric means through a residuum function . It proves that every symmetric locally mean is residual and derives explicit residuums for major mean families (quasideviation, Bajraktarevi\'c, Gini, and quasiarithmetic), including a practical limit formula for variance ratios in mean-type iterations built from residual means. The results extend to means on variable numbers of arguments and reveal independence of the residuum from arity under repetition invariance. A key outcome is a general limit for expressed via the residua evaluated at the invariant mean, enabling quadratic-type convergence analyses for invariant mean mappings and concrete applications to families like Gini and Bajraktarevi\'c means.

Abstract

We define so-called residual means, which have a Taylor expansion of the form for some and a single-variable function ( stands for the arithmetic mean of the vector ), and show that all symmetric means which are three times continuously differentiable are residual. We also calculate the value of residuum for quasideviation means and a few subclasses of this family. Later, we apply it to establish the limit of the sequence , where is a mean-type mapping consisting of -variable residual means on an interval , and is a nonconstant vector.
Paper Structure (11 sections, 13 theorems, 77 equations)

This paper contains 11 sections, 13 theorems, 77 equations.

Key Result

Theorem A

Let $p \in \mathbb{N}$, $I$ be an interval, $f_1,\dots,f_p \colon I \to \mathbb{R}$ be strictly monotone, twice continuously differentiable functions such that each $f_i"$ is locally Lipschitz. Define the mean-type mapping $\mathbf{M} \colon I^p \to I^p$ by $\mathbf{M}(x):=(\mathscr{A}_{f_1}(x),\dot where $m$ is the value of the unique $\mathbf{M}$-invariant mean at $x$.

Theorems & Definitions (25)

  • Theorem A
  • Theorem B: BorBor87, Theorem 8.8
  • Lemma 2.1
  • proof
  • Lemma 2.2
  • proof
  • Remark 1
  • Remark 2
  • Theorem 2.3
  • proof
  • ...and 15 more