Enhancing Portfolio Allocation: A Random Matrix Theory Perspective

F Vanni, A Hitaj, E Mastrogiacomo - Mathematics, 2024 - mdpi.com
This paper explores the application of Random Matrix Theory (RMT) as a methodological
enhancement for portfolio selection within financial markets. Traditional approaches to …

A new set of cluster driven composite development indicators

A Verma, O Angelini, T Di Matteo - EPJ Data Science, 2020 - epjds.epj.org
Composite development indicators used in policy making often subjectively aggregate a
restricted set of indicators. We show, using dimensionality reduction techniques, including …

[HTML][HTML] 基于差异网络的关键股票动态分析

秦敏, 许新建 - Pure Mathematics, 2021 - hanspub.org
股票市场的时间演化特征是一个基本而具有挑战性的问题. 迄今为止, 有关分析市场动态的文献
都集中在预测能力较弱的宏观指标上. 本文从微观的角度来探讨这一问题 …

A memory-based method to select the number of relevant components in principal component analysis

A Verma, P Vivo, T Di Matteo - Journal of Statistical Mechanics …, 2019 - iopscience.iop.org
We propose a new data-driven method to select the optimal number of relevant components
in principal component analysis. This new method applies to correlation matrices whose …

Dynamic analysis of influential stocks based on conserved networks

XJ Xu, M Qin, XY Song, LJ Zhang - Journal of Statistical …, 2021 - iopscience.iop.org
Characterizing temporal evolution of stock markets is a fundamental and challenging
problem. The literature on analyzing the dynamics of the markets has focused so far on …

Global Production and Domestic Divides

Y Ikeda - Big Data Analysis on Global Community Formation and …, 2021 - Springer
In this chapter we aim to study globalization and divides from different disciplines through
the flows of commodity, money, and human. First, we demonstrate that economic …

[PDF][PDF] Statistical physics of coevolving networks

T Raducha - 2020 - repozytorium.uw.edu.pl
Network science has tremendously developed over the last two decades and a large part of
this development has been achieved thanks to work of physicists. A great number of new …

[PDF][PDF] Przemiany fazowe w empirycznych, korelacyjnych sieciach złożonych

M Wiliński - 2019 - repozytorium.uw.edu.pl
” He had been always enthralled by the methods of natural science, but the ordinary subject-
matter of that science had seemed to him trivial and of no import. And so he had begun by …