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相关论文: Group dynamics of the Japanese market

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We investigated the temporally evolving network structures of the Japanese and Korean stock markets through the minimum spanning trees composed of listed stocks. We tested the validity of conventional grouping by industrial categories, and…

物理与社会 · 物理学 2008-12-02 Woo-Sung Jung , Okyu Kwon , Taisei Kaizoji , Seungbyung Chae , Hie-Tae Moon

The minimum spanning tree is used to study the process of market integration for a large group of national stock market indices. We show how the asset tree evolves over time and describe the dynamics of its normalized length, mean…

物理与社会 · 物理学 2008-02-23 Ricardo Coelho , Claire G. Gilmore , Brian Lucey , Peter Richmond , Stefan Hutzler

We study the dynamic interactions and structural changes in global financial indices in the years 1998-2012. We apply a principal component analysis (PCA) to cross-correlation coefficients of the stock indices. We calculate the correlations…

物理与社会 · 物理学 2016-02-17 Ashadun Nobi , Jae Woo Lee

In this article we review several techniques to extract information from stock market data. We discuss recurrence analysis of time series, decomposition of aggregate correlation matrices to study co-movements in financial data, stock level…

综合金融 · 定量金融 2016-07-20 Kiran Sharma , Shreyansh Shah , Anindya S. Chakrabarti , Anirban Chakraborti

We investigate a factor that can affect the number of links of a specific stock in a network between stocks created by the minimal spanning tree (MST) method, by using individual stock data listed on the S&P500 and KOSPI. Among the common…

数据分析、统计与概率 · 物理学 2015-06-26 Cheoljun Eom , Gabjin Oh , Seunghwan Kim

We introduce a new measure for the capital market efficiency. The measure takes into consideration the correlation structure of the returns (long-term and short-term memory) and local herding behavior (fractal dimension). The efficiency…

统计金融 · 定量金融 2013-07-24 Ladislav Kristoufek , Miloslav Vosvrda

We investigate hierarchical structure in various complex systems according to Minimum Spanning Tree methods. Firstly, we investigate stock markets where the graphis obtained from the matrix of correlations coefficient computed between all…

综合金融 · 定量金融 2014-06-13 Andrzej Jarynowski , Andrzej Buda

We study the temporal evolution of the market efficiency in the stock markets using the complexity, entropy density, standard deviation, autocorrelation function, and probability distribution of the log return for Standard and Poor's 500…

物理与社会 · 物理学 2008-12-02 Jae-Suk Yang , Wooseop Kwak , Taisei Kaizoji , In-mook Kim

This paper examines quantile dependence between international stock markets and evaluates its use for improving volatility forecasting. First, we analyze quantile dependence and directional predictability between the US stock market and…

统计金融 · 定量金融 2016-08-26 Heejoon Han

In this study, we establish a network structure of the Korean stock market, one of the emerging markets, with its minimum spanning tree through the correlation matrix. Base on this analysis, it is found that the Korean stock market doesn't…

物理与社会 · 物理学 2008-12-02 Woo-Sung Jung , Seungbyung Chae , Jae-Suk Yang , Hie-Tae Moon

We investigate the daily correlation present among market indices of stock exchanges located all over the world in the time period Jan 1996 - Jul 2009. We discover that the correlation among market indices presents both a fast and a slow…

统计金融 · 定量金融 2011-08-16 Dong-Ming Song , Michele Tumminello , Wei-Xing Zhou , Rosario N. Mantegna

This study explores the time-varying structure of market efficiency in the prewar and wartime Japanese stock market using a new market capitalization-weighted stock price index, the equity performance index. We examine whether the adaptive…

统计金融 · 定量金融 2024-05-17 Kenichi Hirayama , Akihiko Noda

An analysis of the Japanese credit market in 2004 between banks and quoted firms is done in this paper using the tools of the networks theory. It can be pointed out that: (i) a backbone of the credit channel emerges, where some links play a…

统计金融 · 定量金融 2010-11-09 G. De Masi , Y. Fujiwara , M. Gallegati , B. Greenwald , J. E. Stiglitz

Summarized by the efficient market hypothesis, the idea that stock prices fully reflect all available information is always confronted with the behavior of real-world markets. While there is plenty of evidence indicating and quantifying the…

物理与社会 · 物理学 2020-12-16 Luiz G. A. Alves , Higor Y. D. Sigaki , Matjaz Perc , Haroldo V. Ribeiro

Over the last two decades, financial systems have been studied and analysed from the perspective of complex networks, where the nodes and edges in the network represent the various financial components and the strengths of correlations…

统计金融 · 定量金融 2021-02-02 Areejit Samal , Sunil Kumar , Yasharth Yadav , Anirban Chakraborti

Economic structure comparisons between China and Japan have long captivated development economists. To delve deeper into their sectoral differences from 1995 to 2018, we used the annual input-output tables (IOTs) of both nations to…

应用统计 · 统计学 2024-02-27 Tao Wang , Shiying Xiao , Jun Yan

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

The Japanese shareholding network existing at the end of March 2002 is studied empirically. The network is constructed from 2,303 listed companies and 53 non-listed financial institutions. We consider this network as a directed graph by…

物理与社会 · 物理学 2009-11-11 Wataru Souma , Yoshi Fujiwara , Hideaki Aoyama

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 macro measures with less predictive power. This paper addresses this…

无序系统与神经网络 · 物理学 2021-12-09 Xin-Jian Xu , Qin Min , Xiao-Ying Song , Li-Jie Zhang

We introduce a new technique to associate a spanning tree to the average linkage cluster analysis. We term this tree as the Average Linkage Minimum Spanning Tree. We also introduce a technique to associate a value of reliability to links of…

物理与社会 · 物理学 2007-09-26 M. Tumminello , C. Coronnello , F. Lillo , S. Micciche' , R. N. Mantegna
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