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Analysis of 48 US Industry Portfolios with a New Fama-French 5-Factor Model
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作者 Liuling Li Xiao Rao +1 位作者 Wentao Zhou Bruce Mizrach 《Applied Mathematics》 2017年第11期1684-1702,共19页
In this paper, we analyze US stock market with a new 5-factor model in Zhou and Li (2016) [1]. Data we use are 48 industry portfolios (Jul. 1963-Jan. 2017). Parameters are estimated by MLE. LR and KS are used for mode... In this paper, we analyze US stock market with a new 5-factor model in Zhou and Li (2016) [1]. Data we use are 48 industry portfolios (Jul. 1963-Jan. 2017). Parameters are estimated by MLE. LR and KS are used for model diagnostics. Model comparison is done with AIC. The results show Fama-French 5 factors are still alive. This new model in Zhou and Li (2016) [1] fits the data better than the one in Fama and French (2015) [2]. 展开更多
关键词 fama-french 5-Factor model (FF5) Standardized Standard ASYMMETRIC EXPONENTIAL Power Distribution (SSAEPD) GARCH
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Analysis of US Sector of Services with a New Fama-French 5-Factor Model
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作者 Quan Yang Liuling Li +1 位作者 Qingyu Zhu Bruce Mizrach 《Applied Mathematics》 2017年第9期1307-1319,共13页
In this paper, we empirically test a new model with the data of US services sector, which is an extension of the 5-factor model in Fama and French (2015) [1]. 3 types of 5 factors (Global, North American and US) are c... In this paper, we empirically test a new model with the data of US services sector, which is an extension of the 5-factor model in Fama and French (2015) [1]. 3 types of 5 factors (Global, North American and US) are compared. Empirical results show the Fama-French 5 factors are still alive! The new model has better in-sample fit than the 5-factor model in Fama and French (2015). 展开更多
关键词 fama-french 5-Factor model (FF5) Standardized Standard ASYMMETRIC EXPONENTIAL Power Distribution (SSAEPD) EGARCH
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Implications of Fama-French Models and Critical Evaluation of Cost of Equity Approach in Explanation of Variations in Expected Stock Returns
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作者 Bingjing Gao 《Journal of Finance Research》 2020年第1期63-68,共6页
CAPM theory that solves relationship between asset return and asset risk for potential investment project by CML and SML,is illustrated in the first section as an introduction of further analysis of corporate valuatio... CAPM theory that solves relationship between asset return and asset risk for potential investment project by CML and SML,is illustrated in the first section as an introduction of further analysis of corporate valuation techniques.Fama and French three factor model is perceived as a revision of CAPM,although it stills has severe weaknesses.CAPM theory solves relationship between asset return and asset risk for potential investment project by CML and SML. 展开更多
关键词 CAPM fama-french models Cost of equity Portfolio theory Asset pricing
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我国封闭式基金生存偏差效应研究 被引量:4
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作者 朱波 匡荣彪 王珏 《财贸研究》 CSSCI 2010年第1期76-83,共8页
基金投资者一般根据基金绩效及其持续性来选择基金,这种投资策略有效的前提是基金绩效度量准确,而生存偏差效应却可能导致人们对基金绩效进行错误估计,忽略这种效应的基金投资策略可能无效。在Fama-French三因子模型和Carhart四因子模... 基金投资者一般根据基金绩效及其持续性来选择基金,这种投资策略有效的前提是基金绩效度量准确,而生存偏差效应却可能导致人们对基金绩效进行错误估计,忽略这种效应的基金投资策略可能无效。在Fama-French三因子模型和Carhart四因子模型的基础上,选取2000—2008年期间57只封闭式基金的数据,对中国封闭式基金的生存偏差效应问题进行考察。结果表明:中国封闭式基金存在显著的生存偏差效应,"小盘"和存续到期后大多选择"封转开"是导致生存偏差效应的主要原因,"生存基金"样本和绩效度量加权方法的选择对估计结果也有一定的影响。 展开更多
关键词 封闭式基金 生存偏差效应 fama-french三因子模型 Carhart四因子模型
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信息不对称视角下的知情交易与动量效应 被引量:1
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作者 潘炳红 王春峰 房振明 《武汉理工大学学报(信息与管理工程版)》 CAS 2013年第6期898-902,共5页
应用Markov状态转移技术对EKOP模型加以改进,从交易活跃性的角度构建了时变PIN模型,并根据Fama-French四因素定价理论,以2009年上证50指数成分股为样本,通过面板回归分析考察了A股市场中知情交易与动量效应的关系。实证结果表明,知情交... 应用Markov状态转移技术对EKOP模型加以改进,从交易活跃性的角度构建了时变PIN模型,并根据Fama-French四因素定价理论,以2009年上证50指数成分股为样本,通过面板回归分析考察了A股市场中知情交易与动量效应的关系。实证结果表明,知情交易能够短暂地影响动量效应,当知情交易概率提高时,资产价格变动的持续性增强,随后则出现收益反转现象。同时,信息不对称程度决定了交易行为对动量效应的影响效果。相对而言,信息不对称水平较低的股票更容易引发明显的动量效应。 展开更多
关键词 信息不对称 知情交易概率 fama-french四因素模型 动量效应
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投资者情绪对股票收益的影响——来自股吧评论的分析
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作者 刘倩 《科技和产业》 2024年第24期203-209,共7页
以沪深300指数的主要成分股为研究对象,探讨了投资者情绪对股票市场的具体影响。首先提出了四种不同的投资者情绪因子构建方法,并通过分析东方财富股吧的情绪信息,确定了最有效的情绪因子构造方法。接着,将构建的投资者情绪指数与传统... 以沪深300指数的主要成分股为研究对象,探讨了投资者情绪对股票市场的具体影响。首先提出了四种不同的投资者情绪因子构建方法,并通过分析东方财富股吧的情绪信息,确定了最有效的情绪因子构造方法。接着,将构建的投资者情绪指数与传统的金融指标相结合,运用Fama-French四因子模型和随机森林模型对情绪因子对股票收益率的影响进行了深入分析。结果表明,投资者情绪因子对股票收益率的变化具有显著的预测能力。 展开更多
关键词 投资者情绪 沪深300指数 fama-french四因子模型 随机森林 股票收益率
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Proactive worm propagation modeling and analysis in unstructured peer-to-peer networks 被引量:3
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作者 Xiao-song ZHANG Ting CHEN +1 位作者 Jiong ZHENG Hua LI 《Journal of Zhejiang University-Science C(Computers and Electronics)》 SCIE EI 2010年第2期119-129,共11页
It is universally acknowledged by network security experts that proactive peer-to-peer (P2P) worms may soon en-gender serious threats to the Internet infrastructures. These latent threats stimulate activities of model... It is universally acknowledged by network security experts that proactive peer-to-peer (P2P) worms may soon en-gender serious threats to the Internet infrastructures. These latent threats stimulate activities of modeling and analysis of the proactive P2P worm propagation. Based on the classical two-factor model,in this paper,we propose a novel proactive worm propagation model in unstructured P2P networks (called the four-factor model) by considering four factors:(1) network topology,(2) countermeasures taken by Internet service providers (ISPs) and users,(3) configuration diversity of nodes in the P2P network,and (4) attack and defense strategies. Simulations and experiments show that proactive P2P worms can be slowed down by two ways:improvement of the configuration diversity of the P2P network and using powerful rules to reinforce the most connected nodes from being compromised. The four-factor model provides a better description and prediction of the proactive P2P worm propagation. 展开更多
关键词 Proactive peer-to-peer (P2P) worm propagation modeling Network topology Configuration diversity Attack and defense strategies four-factor model
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Actively Managed Stock Mutual Funds and Market Efficiency Evidence from China
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作者 Qinying Li 《Journal of Fintech and Business Analysis》 2024年第1期56-63,共8页
I examine the ability of stock selection and time selection in the Chinese A-share Stock Market.I find that significant timing skill of the Chinese stock mutual funds on the HML factor,but not the SMB factor in the ti... I examine the ability of stock selection and time selection in the Chinese A-share Stock Market.I find that significant timing skill of the Chinese stock mutual funds on the HML factor,but not the SMB factor in the time period between 2003 and 2020.I construct the Fama-French model,4-factor model,Treynor-Mazuy model,and Henricksson-Merton model in the whole sample period between 2003 and 2020,as well as three sub-sample periods to examine the significance of different factors and how they perform in each sub-sample period.I also generate the cumulative return and average of the MOM factor.I find that the MOM factor’s average returns are more positive in the latest sub-sample period,from 2017 to 2020. 展开更多
关键词 Chinese A-share stock market fama-french factors momentum factor Treynor-Mazuy model Henricksson-Merton model market timing factor timing
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