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人口统计学的遍历定理:一个简单的证明。

The ergodic theorems of demography: a simple proof.

作者信息

Arthur W B

出版信息

Demography. 1982 Nov;19(4):439-45.

PMID:7173465
Abstract

Standard proofs of the ergodic theorems of demography rely on theorems borrowed from positive matrix theory, tauberian theory, and the theory of time-inhomogeneous Markov matrices. These proofs are efficient and expedient, but they give little direct insight into the mechanism that causes ergodicity. This paper proposes a simple and unified proof of the two ergodic theorems. It is shown that the birth dynamics can be decomposed into a smoothing process that progressively levels out past fluctuations in the birth sequence and a reshaping process that accounts for current period-to-period changes in vital rates. The smoothing process, which causes the birth sequence to lose information on its past shape, is shown to be the ergodic mechanism behind both theorems.

摘要

人口统计学遍历性定理的标准证明依赖于从正矩阵理论、陶伯理论以及非齐次马尔可夫矩阵理论中借用的定理。这些证明高效且便捷,但它们几乎没有直接揭示导致遍历性的机制。本文提出了这两个遍历性定理的一个简单统一的证明。结果表明,出生动态可以分解为一个平滑过程和一个重塑过程,平滑过程逐渐消除出生序列过去的波动,重塑过程则解释了当前各时期生命率的变化。平滑过程使出生序列失去其过去形状的信息,它被证明是这两个定理背后的遍历性机制。

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