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Decisions taken in our everyday lives are based on a wide variety of information so it is generally very difficult to assess what are the strategies that guide us. Stock market therefore provides a rich environment to study how people take…

综合金融 · 定量金融 2016-09-28 Mario Gutiérrez-Roig , Carlota Segura , Jordi Duch , Josep Perelló

This paper develops and empirically evaluates a Sharpe-driven stock selection and liquidity-constrained portfolio optimization framework designed for the Chinese equity market. The proposed methodology integrates three sequential stages:…

操作系统 · 计算机科学 2025-11-18 Thanh Nguyen

In this study, we introduce a physical model inspired by statistical physics for predicting price volatility and expected returns by leveraging Level 3 order book data. By drawing parallels between orders in the limit order book and…

交易与市场微观结构 · 定量金融 2024-06-26 Haochen Li , Yi Cao , Maria Polukarov , Carmine Ventre

The deep financial turmoil in China caused by the COVID-19 pandemic has exacerbated fiscal shocks and soaring public debt levels, which raises concerns about the stability and sustainability of China's public debt growth in the future. This…

计量经济学 · 经济学 2024-07-03 Tianbao Zhou , Zhixin Liu , Yingying Xu

We present an experimental and simulated model of a multi-agent stock market driven by a double auction order matching mechanism. Studying the effect of cumulative information on the performance of traders, we find a non monotonic…

物理与社会 · 物理学 2009-11-13 Bence Toth , Enrico Scalas , Juergen Huber , Michael Kirchler

In this paper we present an interacting-agent model of stock markets. We describe a stock market through an Ising-like model in order to formulate the tendency of traders getting to be influenced by the other traders' investment attitudes…

物理与社会 · 物理学 2013-09-11 Taisei Kaizoji

Our knowledge about the evolution of guarantee network in downturn period is limited due to the lack of comprehensive data of the whole credit system. Here we analyze the dynamic Chinese guarantee network constructed from a comprehensive…

风险管理 · 定量金融 2020-06-03 Yingli Wang , Qingpeng Zhang , Xiaoguang Yang

Empirical data reveals that the liquidity flow into the order book (depositions, cancellations andmarket orders) is influenced by past price changes. In particular, we show that liquidity tends todecrease with the amplitude of past…

交易与市场微观结构 · 定量金融 2020-06-24 Antoine Fosset , Jean-Philippe Bouchaud , Michael Benzaquen

China's rapid economic growth resulted in serious air pollution, which caused substantial losses to economic development and residents' health. In particular, the road transport sector has been blamed to be one of the major emitters. During…

综合金融 · 定量金融 2015-12-08 Sheng Yang , Ling-Yun He

Based on the characteristics of the Chinese futures market, this paper builds a supervised learning model to predict the trend of futures prices and then designs a trading strategy based on the prediction results. The Precision, Recall and…

统计金融 · 定量金融 2023-03-09 Fuquan Tang

Using the carefully selected industry classification standard, we divide 102 industry securities indices in China's stock market into four demand-oriented sector groups and identify demand-oriented industry-specific volatility spillover…

综合金融 · 定量金融 2020-07-16 Fu Qiao , Yan Yan

We examine the out-of-equilibrium phase reported by Plerou {\it et. al.} in Nature, {\bf 421}, 130 (2003) using the data of the New York stock market (NYSE) between the years 2001 --2002. We find that the observed two phase phenomenon is an…

物理与社会 · 物理学 2008-12-02 Kaushik Matia , Kazuko Yamasaki

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

Using a large database of 8 million institutional trades executed in the U.S. equity market, we establish a clear crossover between a linear market impact regime and a square-root regime as a function of the volume of the order. Our…

交易与市场微观结构 · 定量金融 2019-03-27 Frédéric Bucci , Michael Benzaquen , Fabrizio Lillo , Jean-Philippe Bouchaud

The scope of financial systemic risk research encompasses a wide range of interbank channels and effects, including asset correlation shocks, default contagion, illiquidity contagion, and asset fire sales. This paper introduces a financial…

综合金融 · 定量金融 2016-09-23 Thomas R. Hurd , Davide Cellai , Sergey Melnik , Quentin Shao

We analyze actively managed mutual funds in China from 2005 to 2017. We develop performance measures for asset allocation and selection. We find that stock selection ability from holding-based model is positively correlated with selection…

投资组合管理 · 定量金融 2020-07-14 Huimin Peng

Uncovering the risk transmitting path within economic sectors in China is crucial for understanding the stability of the Chinese economic system, especially under the current situation of the China-US trade conflicts. In this paper, we try…

风险管理 · 定量金融 2020-02-24 Ying-Ying Shen , Zhi-Qiang Jiang , Jun-Chao Ma , Gang-Jin Wang , Wei-Xing Zhou

We conduct modeling of the price dynamics following order flow imbalance in market microstructure and apply the model to the analysis of Chinese CSI 300 Index Futures. There are three findings. The first is that the order flow imbalance is…

数理金融 · 定量金融 2025-05-26 Chen Hu , Kouxiao Zhang

This study examines the performance of a volatility-based strategy using Chinese equity index ETF options. Initially successful, the strategy's effectiveness waned post-2018. By integrating GARCH models for volatility forecasting, the…

综合金融 · 定量金融 2024-04-01 Peng Yifeng

A non-Bayesian time-varying model is developed by introducing the concept of the degree of market efficiency that varies over time. This model may be seen as a reflection of the idea that continuous technological progress alters the trading…

统计金融 · 定量金融 2016-10-18 Mikio Ito , Akihiko Noda , Tatsuma Wada