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In this paper, we perform a comparative segmentation and clustering analysis of the time series for the ten Dow Jones US economic sector indices between 14 February 2000 and 31 August 2008. From the temporal distributions of clustered…

综合金融 · 定量金融 2011-02-28 Gladys Hui Ting Lee , Yiting Zhang , Jian Cheng Wong , Manamohan Prusty , Siew Ann Cheong

We consider the effects of the 2008 global financial crisis on the global stock market before, during, and after the crisis. We generate complex networks from a cross-correlation matrix such as the threshold network (TN) and the minimal…

综合金融 · 定量金融 2018-06-13 Jae Woo Lee , Ashadun Nobi

We have analyzed the cross-correlations of daily fluctuations for N=6 358 US stock prices during the year 1999. From those $N(N-1)/2$ correlations coefficients, the Minimum Spanning Tree (MST) has been built. We have investigated the…

统计力学 · 物理学 2007-05-23 N. Vandewalle , F. Brisbois , X. Tordoir

We studied the topology of correlation networks among 34 major currencies using the concept of a minimal spanning tree and hierarchical tree for the full years of 2007-2008 when major economic turbulence occurred. We used the USD (US…

综合金融 · 定量金融 2010-10-28 Mustafa Keskin , Bayram Deviren , Yusuf Kocakaplan

We investigate hierarchical structures of the European countries by using debt as a percentage of Gross Domestic Product (GDP) of the countries as they change over a certain period of time. We obtain the topological properties among the…

统计金融 · 定量金融 2015-06-22 Ersin Kantar , Bayram Deviren , Mustafa Keskin

The construction of minimum spanning trees (MSTs) from correlation matrices is an often used method to study relationships in the financial markets. However most of the work on this topic tends to use the Pearson correlation coefficient,…

计算工程、金融与科学 · 计算机科学 2021-02-03 Tristan Millington , Mahesan Niranjan

In this paper, we perform statistical segmentation and clustering analysis of the Dow Jones Industrial Average time series between January 1997 and August 2008. Modeling the index movements and log-index movements as stationary Gaussian…

综合金融 · 定量金融 2009-04-21 Wong Jian Cheng , Lian Heng , Cheong Siew Ann

Since the beginning of the new millennium, stock markets went through every state from long-time troughs, trade suspensions to all-time highs. The literature on asset pricing hence assumes random processes to be underlying the movement of…

统计金融 · 定量金融 2019-06-26 Tanya Araújo , Maximilian Göbel

We investigate the hierarchical structures of countries based on electricity consumption and economic growth by using the real amounts of their consumption over a certain time period. We use of electricity consumption data to detect the…

统计金融 · 定量金融 2014-06-30 Ersin Kantar , Alper Aslan , Bayram Deviren , Mustafa Keskin

Based on a recently proposed $q$-dependent detrended cross-correlation coefficient $\rho_q$, we generalize the concept of minimum spanning tree (MST) by introducing a family of $q$-dependent minimum spanning trees ($q$MST) that are…

统计金融 · 定量金融 2017-05-19 Jaroslaw Kwapien , Pawel Oswiecimka , Marcin Forczek , Stanislaw Drozdz

The American economy can be thought of as a highly connected random network in terms of both its technological and informational connections. The cumulative size of economic recessions, the fall in output from peak to trough, is analysed…

其他凝聚态物理 · 物理学 2009-11-10 Paul Ormerod

This study uses hierarchical structure methods (minimal spanning tree, (MST) and hierarchical tree, (HT)) to examine the hierarchical structures of the United State (US) foreign trade by using the real prices of their commodity export and…

统计金融 · 定量金融 2014-06-30 Ersin Kantar

We find numerical and empirical evidence for dynamical, structural and topological phase transitions on the (German) Frankfurt Stock Exchange (FSE) in the temporal vicinity of the worldwide financial crash. Using the Minimal Spanning Tree…

统计金融 · 定量金融 2015-06-12 M. Wiliński , A. Sienkiewicz , T. Gubiec , R. Kutner , Z. R. Struzik

Correlation matrices of foreign exchange rate time series are investigated for 60 world currencies. Minimal Spanning Tree (MST) graphs for the gold, silver and platinum are presented. Inverse power like scaling is discussed for these graphs…

统计金融 · 定量金融 2008-12-02 A Z Gorski , S. Drozdz , J. Kwapien

We consider the effects of the global financial crisis through a local Korean financial market around the 2008 crisis. We analyze 185 individual stock prices belonging to the KOSPI (Korea Composite Stock Price Index), cosidering three time…

综合金融 · 定量金融 2013-07-29 Ashadun Nobi , Seong Eun Maeng , Gyeong Gyun Ha , Jae Woo Lee

We study the crash dynamics of the Warsaw Stock Exchange (WSE) by using the Minimal Spanning Tree (MST) networks. We find the transition of the complex network during its evolution from a (hierarchical) power law MST network, representing…

统计金融 · 定量金融 2023-07-19 A. Sienkiewicz , T. Gubiec , R. Kutner , Z. R. Struzik

Using a portfolio of stocks from the London Stock Exchange FTSE100 index (FTSE), we study both the time dependence of their correlations and the normalized tree length of the associated minimal spanning tree (MST). The first four moments of…

物理与社会 · 物理学 2009-09-29 R. Coelho , S. Hutzler , P. Repetowicz , P. Richmond

In a highly interdependent economic world, the nature of relationships between financial entities is becoming an increasingly important area of study. Recently, many studies have shown the usefulness of minimal spanning trees (MST) in…

统计金融 · 定量金融 2013-08-19 Zeyu Zheng , Kazuko Yamasaki , Joel N. Tenenbaum , H. Eugene Stanley

We investigate the dynamics of correlations present between pairs of industry indices of US stocks traded in US markets by studying correlation based networks and spectral properties of the correlation matrix. The study is performed by…

统计金融 · 定量金融 2015-06-16 Giuseppe Buccheri , Stefano Marmi , Rosario N. Mantegna

The recent financial crisis has stressed the need to understand financial systems as networks of interdependent countries, where cross-border financial linkages play the fundamental role. It has also been emphasized that the relevance of…

统计金融 · 定量金融 2015-06-03 Alessandro Spelta , Tanya Araújo
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