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Using transfer entropy, we observed the strength and direction of information flow between stock indices. We uncovered that the biggest source of information flow is America. In contrast, the Asia/Pacific region the biggest is receives the…

统计金融 · 定量金融 2009-11-13 Okyu Kwon , Jae-Suk Yang

Public announcement dates are used in the green bond literature to measure equity market reactions to upcoming green bond issues. We find a sizeable number of green bond announcements were pre-dated by anonymous information leakages on the…

证券定价 · 定量金融 2025-04-07 Darren Shannon , Jin Gong , Barry Sheehan

In terms of transfer entropy, we investigated the strength and the direction of information transfer in the US stock market. Through the directionality of the information transfer, the more influential company between the correlated ones…

物理与社会 · 物理学 2008-12-02 Seung Ki Baek , Woo-Sung Jung , Okyu Kwon , Hie-Tae Moon

Information diffusion within financial markets plays a crucial role in the process of price formation and the propagation of sentiment and risk. We perform a comparative analysis of information transfer between industry sectors of the…

统计金融 · 定量金融 2020-04-17 Peng Yue , Yaodong Fan , Jonathan A. Batten , Wei-Xing Zhou

The rapid growth of sustainable investing, now exceeding 35 trillion USD globally, has transformed financial markets, yet the implications for monetary policy transmission remain underexplored. While existing literature documents…

综合经济学 · 经济学 2025-06-04 Fatih Kansoy , Dominykas Stasiulaitis

With the rapid growth of the green bond market amid increasing emphasis on sustainable development, understanding its structural properties and potential systemic risks has become essential. This study applies Minimum Spanning Tree (MST)…

物理与社会 · 物理学 2025-09-10 Xinyue Zhang , Alexander P. Kartun-Giles

Whether heterogeneous investor flows transmit private information across stocks or merely reflect coordinated responses to public signals remains an open question in market microstructure. We construct Transfer Entropy (TE) networks from…

统计金融 · 定量金融 2026-03-24 Sungwoo Kang

This thesis applies entropy as a model independent measure to address three research questions concerning financial time series. In the first study we apply transfer entropy to drawdowns and drawups in foreign exchange rates, to study their…

统计金融 · 定量金融 2018-07-26 Stephan Schwill

The paper investigates the effect of the label green in bond markets from the lens of the trading activity. The idea is that jumps in the dynamics of returns have a specific memory nature that can be well represented through a self-exciting…

交易与市场微观结构 · 定量金融 2023-08-24 Lorenzo Mercuri , Andrea Perchiazzo , Edit Rroji

In its semi-strong form, the Efficient Market Hypothesis (EMH) implies that technical analysis will not reveal any hidden statistical trends via intermarket data analysis. If technical analysis on intermarket data reveals trends which can…

统计金融 · 定量金融 2022-12-22 N'yoma Diamond , Grant Perkins

Transfer entropy measures the strength and direction of information flow between different time series. We study the information flow networks of the Chinese stock market and identify important sectors and information flow paths. This paper…

统计金融 · 定量金融 2020-04-21 Peng Yue , Qing Cai , Wanfeng Yan , Wei-Xing Zhou

Climate change has driven the market to seek new ways of raising funds to mitigate its effects. One such innovation is the emergence of Green Bonds financial assets specifically designed to support sustainable projects. This study explores…

In this paper, we quantify the statistical coherence between financial time series by means of the Renyi entropy. With the help of Campbell's coding theorem we show that the Renyi entropy selectively emphasizes only certain sectors of the…

统计金融 · 定量金融 2012-02-22 Petr Jizba , Hagen Kleinert , Mohammad Shefaat

Phase transitions abound in nature and society, and, from species extinction to stock market collapse, their prediction is of widespread importance. In earlier work we showed that Global Transfer Entropy, a general measure of information…

统计力学 · 物理学 2021-04-12 Joshua Brown , Terry Bossomaier , Lionel Barnett

The European carbon market plays a pivotal role in the European Union's ambitious target of achieving carbon neutrality by 2050. Understanding the intricacies of factors influencing European Union Emission Trading System (EU ETS) market…

统计金融 · 定量金融 2024-06-10 Cristiano Salvagnin , Aldo Glielmo , Maria Elena De Giuli , Antonietta Mira

Financial networks are typically estimated by applying standard time series analyses to price-based economic variables collected at low-frequency (e.g., daily or monthly stock returns or realized volatility). These networks are used for…

统计金融 · 定量金融 2022-08-09 Kara Karpman , Sumanta Basu , David Easley

This paper introduces a novel multi-moment connectedness network approach for analyzing the interconnectedness of green financial market. Focusing on the impact of monetary policy shocks, our study reveals that connectedness within the…

综合经济学 · 经济学 2024-10-23 Tingguo Zheng , Hongyin Zhang , Shiqi Ye

The European Union Emissions Trading System (EU ETS), the world's first and largest cap-and-trade carbon market, is a cornerstone of EU climate policy. This study provides a comprehensive empirical analysis of the EU carbon market's…

应用统计 · 统计学 2026-04-21 Avirup Chakraborty

We investigate the strength and the direction of information transfer in the U.S. stock market between the composite stock price index of stock market and prices of individual stocks using the transfer entropy. Through the directionality of…

统计金融 · 定量金融 2008-12-02 Okyu Kwon , Jae-Suk Yang

Green radio communication is an emerging topic since the overall footprint of information and communication technology (ICT) services is predicted to triple between 2007 and 2020. Given this research line, energy harvesting (EH) and…

信息论 · 计算机科学 2018-03-12 Ha-Vu Tran , Georges Kaddoum
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