P. Davidson关于概率、遍历性和非遍历性的极限频率理论的误解的检验:这些方法要求观测数趋近于无穷大或时间趋近于无穷大才能使极限存在

M. E. Brady
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引用次数: 0

摘要

Paul Davidson对概率的极限频率理论的数学细节的技术理解和Kolmogorov从可加性到可数可加性的测度理论扩展,允许将大数定律的概念扩展到遍历性和非遍历性的概念,其中时间取代了观测,是非常糟糕的。戴维森在《后凯恩斯主义经济学杂志》(journal of Post keynes Economics)上发表的许多期刊文章和爱德华·埃尔加(Edward Elgar)自1979年以来出版的有关这些概念的书籍中,一再犯错误。例如,戴维森自1982年以来犯下的一个基本错误是,他断言“非平稳性是非遍历性的充分条件,但不是必要条件”,这一论断遭到了所有数理统计学家的反驳。自1982年以来,戴维森在《后凯恩斯经济学杂志》(Journal of Post Keynesian Economics)上发表的一篇文章中首次提出这一错误主张,并多次在文献中重复这一错误主张。从1973年R·W·马德森和D·L·艾萨克森发表在《概率年鉴》上的一篇题为“非平稳马尔可夫过程的强遍历行为”的论文的标题中,很容易理解戴维森的基本错误是什么,认识到正确的数学表述是非平稳过程可以遍历的。这意味着,自1973年以来所有数理统计学家都确信的正确分析是:“非平稳性是非遍历性的必要条件,但不是充分条件”。没有证据表明保罗·戴维森对凯恩斯的测量方法有任何了解,凯恩斯的测量方法拒绝了科尔莫戈罗夫和丁伯根的精确和精确的方法,除了作为一个非常特殊的情况,他赞成基于近似和不精确的不精确的测量方法,区间值概率和结果。考虑到遍历性和非遍历性的概念需要作为接受柯尔莫哥罗夫测量理论方法的必要条件,很容易得出结论,凯恩斯将拒绝宏观经济学中的遍历性和非遍历性的概念,或者关于不确定性的概念,因为TP的第二部分将非可加性和非线性作为一般情况,将可加性和线性作为特殊情况,这是柯尔莫哥洛夫公理所要求的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Examination of P. Davidson’s Misunderstandings about the Limiting Frequency Theory of Probability, Ergodicity and Non Ergodicity: These Approaches Require that either the Number of Observations Approaches Infinity or Time Approaches Infinity in Order for the Limit to Exist
Paul Davidson’s technical understanding of the mathematical details of the Limiting Frequency theory of probability and Kolmogorov’s measure theoretic extension from additivity to countable additivity, which allows for an extension of the concept of the Law of Large Numbers to the concept or ergodicity and non ergodicity, where time is substituted for observations, is extremely poor.

Davidson has repeatedly made errors in many journal articles published in the Journal of Post Keynesian Economics and books published by Edward Elgar about these concepts since 1979. For instance, one example of a fundamental error made by Davidson since 1982 is his assertion, contradicted by all mathematical statisticians, that “Non stationarity is a sufficient, but not a necessary, condition for nonergodicity”. Davidson has repeated this false claim many times in the literature since 1982 when it first appeared in an article published in the Journal of Post Keynesian Economics. It is very simple to grasp what Davidson’s fundamental error is from just the title of a 1973 paper published in The Annals of Probability by R W Madsen and D L Isaacson, titled “Strongly Ergodic Behavior for Non-Stationary Markov Processes”, to realize that the correct mathematical statement is that non-stationary processes can be ergodic. This means that the correct analysis, known for certain by all mathematical statisticians since 1973, is that “Non stationarity is a necessary, but not a sufficient, condition for nonergodicity”.

There is no existing evidence that Paul Davidson had any knowledge of Keynes’s approach to measurement, which rejected the exact and precise approach of Kolmogorov and Tinbergen except as a very special case, in favor of an inexact approach to measurement based on approximation and imprecise, interval valued probability and outcomes. Given that the concepts of ergodicity and non ergodicity require as a necessary condition the acceptance of the measure theoretic approach of Kolmogorov,it is straightforward to conclude that Keynes would reject the concepts of ergodicity and non ergodicity in macroeconomics or in regard to the concept of uncertainty because Part II of the TP establishes non additivity and non linearity as the general case and additivity and linearity as a special case, which is what the Kolmogorov axioms require.
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