Economic complexity unfolded: Interpretable model for the productive structure of economies

被引:21
作者
Utkovski, Zoran [1 ]
Pradier, Melanie F. [2 ]
Stojkoski, Viktor [3 ]
Perez-Cruz, Fernando [4 ]
Kocarev, Ljupco [3 ]
机构
[1] Fraunhofer Heinrich Hertz Inst, Berlin, Germany
[2] Harvard Univ, Sch Engn & Appl Sci, Cambridge, MA 02138 USA
[3] Macedonian Acad Sci & Arts, Res Ctr Comp Sci & Informat Technol, Skopje, North Macedonia
[4] Swiss Data Sci Inst ETHZ EPFL, Zurich, Switzerland
关键词
KNOWLEDGE; DIVERSIFICATION; INSTITUTIONS; RELATEDNESS;
D O I
10.1371/journal.pone.0200822
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
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页数:24
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