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3 papers
Product Progression: a machine learning approach to forecasting industrial upgrading
Giambattista Albora, Luciano Pietronero, Andrea Tacchella +1
Economic complexity methods, and in particular relatedness measures, lack a systematic evaluation and comparison framework. We argue that out-of-sample forecast exercises should pl…
Relatedness in the Era of Machine Learning
Andrea Tacchella, Andrea Zaccaria, Marco Miccheli +1
Relatedness is a quantification of how much two human activities are similar in terms of the inputs and contexts needed for their development. Under the idea that it is easier to m…
A new and stable estimation method of country economic fitness and product complexity
Vito D. P. Servedio, Paolo Buttà, Dario Mazzilli +2
We present a new metric estimating fitness of countries and complexity of products by exploiting a non-linear non-homogeneous map applied to the publicly available information on t…