On L. Klein’s Erroneous Assessments of J M Keynes’s Views on Probability, Mathematics, and Statistics: Reviewing His 1951 Review of Harrod’s the Life of John Maynard Keynes

M. E. Brady
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Abstract

Lawrence Klein was a follower of the Limiting Frequency Interpretation of probability. This concept of probability requires that probability must always be a precise, exact mathematical probability. This meant that additivity was always the case. His acceptance of Kolmogorov’s axiom of countable additivity meant that he had no idea whatsoever about the concept of interval valued probability espoused by Boole and Keynes using upper and lower probability bounds. Klein’s belief in the limiting frequency interpretation of probability meant that there can be no such things as imprecise and/or indeterminate probabilities. This view impacts Klein’s understanding of economic statistics and Econometrics. Klein builds his approach to economic statistics and Econometrics on the application of the Multivariate Normal probability distribution a la Tinbergen in 1939-40. There is no evidence that Klein was familiar with Mandelbrot’s demonstration, starting in the late 1950’s, that the Normal Distribution is not supported by any empirical evidence or Keynes’s point that it was impossible to use a Normal Distribution to account for changes in the demand (supply) of durable, physical capital goods, due to the impact of future technological change, innovation (obsolescence), and advance that impacted the expectations of those investing in such producer goods. However, Klein’s approach could be used to analyze the consumption function and inventory changes over time since these are stable, linear functions. Klein misunderstood Keynes’s comments about mathematical economics in the General Theory in the appendix to chapter 19 and chapter 21 of the General Theory. Keynes’s comments were a critique of Pigou’s use of Marshallian mathematics, based on ceteris paribus, partial equilibrium models that did not take into account the interdependencies and complex, complicated interactions between variables caused by the positive feedback effects emanating from, for one example, the interactions of the multiplier and accelerator. Klein also failed to recognize that Keynes was the creator, developer and innovator of the IS-LM (LP) model, which Keynes presented as a three equation system on pp. 298-299 of the General Theory in 1936. Hicks’s and Harrod’s versions of IS-LM were just inferior versions of Keynes’s original model that left out expectations and uncertainty considerations, which Keynes had incorporated in his supporting D-Z model of chapters 20 and 21 (there is no D-Z model in chapter 3 of the GT).
论克莱因对凯恩斯概率论、数学与统计学观点的错误评价——兼评1951年对哈罗德《约翰·梅纳德·凯恩斯生平》的评论
劳伦斯·克莱因是概率极限频率解释的追随者。这个概率的概念要求概率必须是精确的,精确的数学概率。这意味着可加性总是成立的。他接受柯尔莫哥洛夫的可数可加性公理,这意味着他对布尔和凯恩斯使用上下概率界所支持的区间值概率概念一无所知。克莱因相信概率的极限频率解释意味着不可能有不精确和/或不确定的概率。这种观点影响了克莱因对经济统计和计量经济学的理解。克莱因将他的经济统计和计量经济学方法建立在丁伯根(Tinbergen)于1939- 1940年提出的多元正态概率分布的应用上。没有证据表明克莱因熟悉曼德尔布洛特在20世纪50年代末提出的论证,即正态分布没有任何经验证据支持,也没有证据表明凯恩斯的观点是不可能用正态分布来解释耐用的实物资本品的需求(供给)变化,这是由于未来技术变革、创新(过时)和进步的影响,这些影响影响了那些投资于这些生产性商品的人的期望。然而,Klein的方法可以用来分析消费函数和库存随时间的变化,因为它们是稳定的线性函数。克莱因误解了凯恩斯在《通论》第19章和第21章附录中对数学经济学的评论。凯恩斯的评论是对庇古使用马歇尔数学的批评,这种数学基于其他条件相同的部分均衡模型,没有考虑到由正反馈效应引起的变量之间的相互依赖和复杂的相互作用,例如,乘数和加速器的相互作用。克莱因也没有认识到凯恩斯是IS-LM (LP)模型的创造者、开发者和创新者。1936年,凯恩斯在《通论》第298-299页以三方程体系的形式提出了这个模型。希克斯和哈罗德版本的is - lm只是凯恩斯原始模型的低级版本,忽略了预期和不确定性因素,凯恩斯在他的支持D-Z模型的第20章和第21章中纳入了这些因素(GT的第3章没有D-Z模型)。
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