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Economic growth results from countries' accumulation of organizational and technological capabilities. The Economic and Product Complexity Indices, introduced as an attempt to measure these capabilities from a country's basket of exported…

综合经济学 · 经济学 2024-06-25 Carlo Bottai , Jacopo Di Iorio , Martina Iori

Two network measures known as the Economic Complexity Index (ECI) and Product Complexity Index (PCI) have provided important insights into patterns of economic development. We show that the ECI and PCI are equivalent to a spectral…

经济学 · 定量金融 2021-10-05 Penny Mealy , J. Doyne Farmer , Alexander Teytelboym

Measurement is a complicated but very necessary task. Many indices have been created in an effort to define the quality of knowledge produced but they have attracted strong criticism, having become synonymous with individualism, competition…

数字图书馆 · 计算机科学 2018-07-23 Ari Melo Mariano , Maíra Rocha Santos

Inequality indices are quantitative scores that gauge the divergence of wealth distributions in human societies from the "ground state" of pure communism. While inequality indices were devised for socioeconomic applications, they are…

统计力学 · 物理学 2017-03-31 I. Eliazar

Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic status are significant for economic development. The understanding of socioeconomic processes provides foundations to quantify global economic…

物理与社会 · 物理学 2019-07-02 Jian Gao , Yi-Cheng Zhang , Tao Zhou

A good deal of science and technology concepts and methods rely on comparing and relating entities in quantitative terms. Among the several possible approaches, similarity indices allow some interesting features, especially the ability to…

物理与社会 · 物理学 2024-10-24 Alexandre Benatti , Luciano da F. Costa

We propose a similarity-based method, using the similarity between nodes, to address the problem of classification in partially labeled networks. The basic assumption is that two nodes are more likely to be categorized into the same class…

数据分析、统计与概率 · 物理学 2010-10-05 Qian-Ming Zhang , Ming-Sheng Shang , Linyuan Lu

Socio-economic inequality is measured using various indices. The Gini ($g$) index, giving the overall inequality is the most commonly used, while the recently introduced Kolkata ($k$) index gives a measure of $1-k$ fraction of population…

综合金融 · 定量金融 2016-11-07 Arnab Chatterjee , Asim Ghosh , Bikas K Chakrabarti

A country's mix of products predicts its subsequent pattern of diversification and economic growth. But does this product mix also predict income inequality? Here we combine methods from econometrics, network science, and economic…

经济学 · 定量金融 2017-01-31 D. Hartmann , M. R. Guevara , C. Jara-Figueroa , M. Aristaran , C. A. Hidalgo

The use of quantitative indicators of scientific productivity seems now quite widespread for assessing researchers and research institutions. There is a general perception, however, that these indicators are not necessarily representative…

物理与社会 · 物理学 2018-02-28 Roberto Onofrio

A society or country with income equally distributed among its people is truly a fiction! The phenomena of socioeconomic inequalities have been plaguing mankind from times immemorial. We are interested in gaining an insight about the…

综合金融 · 定量金融 2018-08-07 Kiran Sharma , Subhradeep Das , Anirban Chakraborti

The Index of Dissimilarity (ID), widely utilized in economic literature as a measure of segregation, is inadequate for cross-country or time series studies due to its failure to account for structural variations across countries' labor…

综合经济学 · 经济学 2025-03-05 Ana Kujundzic , Janneke Pieters

The Jaccard similarity index has often been employed in science and technology as a means to quantify the similarity between two sets. When modified to operate on real-valued values, the Jaccard similarity index can be applied to compare…

数据分析、统计与概率 · 物理学 2024-10-23 Gonzalo Travieso , Alexandre Benatti , Luciano da F. Costa

Quantifying the similarity of two or more datasets has widespread applications in statistics and machine learning. The method choice is, however, difficult due to the abundance of proposed methods and the lack of neutral comparison studies,…

统计方法学 · 统计学 2026-04-14 Marieke Stolte , Jörg Rahnenführer , Andrea Bommert

Public managers lack feedback on the effectiveness of public investments, policies, and programs instituted to build and use research capacity. Numerous reports rank countries on global performance on innovation and competitiveness, but the…

其他统计学 · 统计学 2024-12-03 Caroline S. Wagner , Travis A. Whetsell

Measuring similarity between complex objects is a fundamental task in many scientific fields. When objects are represented as graphs, graph similarity/distance measures offer a powerful framework for quantifying structural resemblance.…

The underlying idea behind the construction of indices of economic inequality is based on measuring deviations of various portions of low incomes from certain references or benchmarks, that could be point measures like population mean or…

统计方法学 · 统计学 2015-08-04 Francesca Greselin , Ricardas Zitikis

Increasingly, critical decisions in public policy, governance, and business strategy rely on a deeper understanding of the needs and opinions of constituent members (e.g. citizens, shareholders). While it has become easier to collect a…

计算与语言 · 计算机科学 2020-01-28 Saket Gurukar , Deepak Ajwani , Sourav Dutta , Juho Lauri , Srinivasan Parthasarathy , Alessandra Sala

The benefits of using complex network analysis (CNA) to study complex systems, such as an economy, have become increasingly evident in recent years. However, the lack of a single comparative index that encompasses the overall wellness of a…

理论经济学 · 经济学 2022-07-12 M. S. Tedesco , M. A. Nunez-Ochoa , F. Ramos , O. Medrano , K Beuchot
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