Fraunhofer Heinrich Hertz Institute, Berlin, Germany.
School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, United States of America.
PLoS One. 2018 Aug 7;13(8):e0200822. doi: 10.1371/journal.pone.0200822. eCollection 2018.
Economic complexity reflects the amount of knowledge that is embedded in the productive structure of an economy. It resides on the premise of hidden capabilities-fundamental endowments underlying the productive structure. In general, measuring the capabilities behind economic complexity directly is difficult, and indirect measures have been suggested which exploit the fact that the presence of the capabilities is expressed in a country's mix of products. We complement these studies by introducing a probabilistic framework which leverages Bayesian non-parametric techniques to extract the dominant features behind the comparative advantage in exported products. Based on economic evidence and trade data, we place a restricted Indian Buffet Process on the distribution of countries' capability endowment, appealing to a culinary metaphor to model the process of capability acquisition. The approach comes with a unique level of interpretability, as it produces a concise and economically plausible description of the instantiated capabilities.
经济复杂度反映了生产结构中嵌入的知识量。它基于隐藏能力的前提,即生产结构的基本禀赋。一般来说,直接衡量经济复杂性背后的能力是困难的,因此提出了间接衡量方法,这些方法利用了一个国家产品组合中存在能力的事实。我们通过引入一个概率框架来补充这些研究,该框架利用贝叶斯非参数技术提取出口产品比较优势背后的主要特征。基于经济证据和贸易数据,我们将一个受限的印度自助餐过程应用于国家能力禀赋的分布,引用烹饪隐喻来模拟能力获取的过程。这种方法具有独特的可解释性水平,因为它产生了对实例化能力的简洁和经济合理的描述。