Searching for prosperity

Michael Kremer, Alexei Onatski, James Stock
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引用次数: 139

Abstract

Quah's [1993a] transition matrix analysis of world income distribution based on annual data suggests an ergodic distribution with twin peaks at the rich and poor end of the distribution. Since the ergodic distribution is a highly non-linear function of the underlying transition matrix, it is estimated extremely noisily. Estimates over the foreseeable future are more precise. However, the Markovian assumptions underlying the analysis are much better satisfied with an analysis based on five-year transitions than one-year transitions. Such an analysis yields an ergodic distribution with 72% of mass in the top income category, but a prolonged transition, during which some inequality measures increase.

The rosy ergodic forecast and prolonged transition arise because countries' relative incomes move both up and down at moderate levels, but once countries reach the highest income category, they rarely leave it. This is consistent with a model in which countries search among policies until they reach an income level at which further experimentation is too costly. If countries can learn from each other's experience, the future may be much brighter than would be predicted based on projecting forward the historical transition matrix.

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Quah [1993a]基于年度数据对世界收入分布进行的过渡矩阵分析表明,在分布的富人和穷人端存在双峰的遍历分布。由于遍历分布是底层转移矩阵的高度非线性函数,它的估计噪声很大。对可预见未来的估计更为精确。然而,基于五年转型的分析比基于一年转型的分析更能满足分析背后的马尔可夫假设。这样的分析得出了一个遍历分布,即72%的人口属于最高收入类别,但过渡时间较长,在此期间,一些不平等指标会增加。乐观的反复预测和漫长的转型之所以出现,是因为各国的相对收入在中等水平上下波动,但一旦达到最高收入类别,它们就很少离开这个类别。这与一种模式是一致的,在这种模式中,各国在各种政策之间进行搜索,直到它们达到一个收入水平,在这个水平上进一步试验的成本太高。如果各国能够从彼此的经验中学习,未来可能会比基于预测历史过渡矩阵的预测更加光明。
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