Self-organization and multifractality in inflation and price systems

Emiliano Alvarez
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引用次数: 0

Abstract

The economy is an open system: it is formed by a large number of economic agents and the environment. Individuals react to external stimuli (from the environment and from other individuals) and internal stimuli in a self-organized way [1]. Self-organized criticality (SOC) [2, 3] supposes that open systems with elements that interact with each other, are organized in the environment of a “stationary” critical state, with no other scales other than those imposed by the size of the system. These critical states are characterized by temporal and spatial power laws. One type of economic phenomenon that could be characterized in this manner is price variations in different markets. These price variations reflect on inflation, which is measured through price indexes (CPI indexes), which can inherit many of the characteristics of the underlying processes. One of the ways in which these characteristics can manifest is through a long memory process with unbounded shocks. On the one hand, there is evidence for different economies that states that the distribution of price variation at the product level is skewed.
通货膨胀和价格系统中的自组织和多重分形
经济是一个开放的系统:它是由大量经济主体和环境共同构成的。个体对外部刺激(来自环境和其他个体)和内部刺激的反应是自组织的[1]。自组织临界性(SOC)[2,3]假设具有相互作用元素的开放系统是在“固定”临界状态的环境中组织的,除了系统大小所施加的尺度外,没有其他尺度。这些临界状态具有时间和空间幂律特征。可以用这种方式来描述的一种经济现象是不同市场的价格变化。这些价格变化反映了通货膨胀,通货膨胀是通过价格指数(CPI指数)来衡量的,它可以继承潜在过程的许多特征。这些特征表现的方式之一是通过具有无限冲击的长期记忆过程。一方面,有证据表明,不同经济体的价格变化分布在产品层面是倾斜的。
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