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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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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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Vocational School Students With Five-Factor Model of Personality Determination of Personality Profile
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作者 Misirdali Yangil Fulya Bas Metin Firin Sevcan 《Economics World》 2016年第6期293-301,共9页
Personality refers to the integration of feelings, thoughts, and behaviors specific to individual. The fact that personality has a distinguishing feature among individuals explains different behaviors of individuals a... Personality refers to the integration of feelings, thoughts, and behaviors specific to individual. The fact that personality has a distinguishing feature among individuals explains different behaviors of individuals against events and situations. This arises from the fact that personality is specific to individual and is affected by the effects of many factors with which it interacts, and from the integration of them. In this context, this research is based on the hypothesis that there is a relationship between vocs.tionai school students' demographic features including their family, socio-culture, geographical environments (gender, age, department, grade, parental education, number of siblings, birth order in the family, and the family's income levels), and the personality profiles. The research was carded out as part of five-factor model of personality in an attempt to determine whether vocational school students' personality profiles vary according to demographic variables and to reveal the relationship between them. The research sample consisted of 220 students selected from the students studying in Altmta~ Vocational School in the Spring Term of the 2013-2014 Academic Year. Data were analyzed via SPSS 15.0 statistical package program by performing t-test, analysis of variance and logistic regression analysis. While a significant difference was found between students' five-factor personality profiles according to gender, age, department, average, father's education, and the number of siblings, no significant difference was found among grade, mother's education, birth order in the family, and income levels. Moreover, independent variables affecting students' academic averages were determined as a result of the logistic regression analysis. 展开更多
关键词 PERSONALITY personality characteristics five-factor model of personality analysis of variance logistic regression
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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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Analysis of an event study using the Fama–French five‑factor model:teaching approaches including spreadsheets and the R programming language
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作者 Monica Martinez‑Blasco Vanessa Serrano +1 位作者 Francesc Prior Jordi Cuadros 《Financial Innovation》 2023年第1期2042-2075,共34页
The current financial education framework has an increasing need to introduce tools that facilitate the application of theoretical models to real-world data and contexts.However,only a limited number of free tools are... The current financial education framework has an increasing need to introduce tools that facilitate the application of theoretical models to real-world data and contexts.However,only a limited number of free tools are available for this purpose.Given this lack of tools,the present study provides two approaches to facilitate the implementa-tion of an event study.The first approach consists of a set of MS Excel files based on the Fama–French five-factor model,which allows the application of the event study methodology in a semi-automatic manner.The second approach is an open-source R-programmed tool through which results can be obtained in the context of an event study without the need for programming knowledge.This tool widens the calculus possibilities provided by the first approach and offers the option to apply not only the Fama–French five-factor model but also other models that are common in the finan-cial literature.It is a user-friendly tool that enables reproducibility of the analysis and ensures that the calculations are free of manipulation errors.Both approaches are freely available and ready-to-use. 展开更多
关键词 Event study Fama–French five-factor model Financial education Teaching innovation SPREADSHEET R programming language
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Fama-French五因子模型比三因子模型更胜一筹吗——来自中国A股市场的经验证据 被引量:132
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作者 赵胜民 闫红蕾 张凯 《南开经济研究》 CSSCI 北大核心 2016年第2期41-59,共19页
Fama-French在原有三因子模型的基础上增加了RMW和CMA两个代表公司盈利能力和投资水平的因子,发现HML成为冗余变量,这一结论与我国已有研究相悖。五因子模型的解释能力是否因市场而异,就我国股市而言,五因子是否比三因子解释能力更胜一... Fama-French在原有三因子模型的基础上增加了RMW和CMA两个代表公司盈利能力和投资水平的因子,发现HML成为冗余变量,这一结论与我国已有研究相悖。五因子模型的解释能力是否因市场而异,就我国股市而言,五因子是否比三因子解释能力更胜一筹尚无定论。本文通过对我国A股市场交易数据和财务数据的实证分析发现我国股市市值效应和价值效应明显,而RMW和CMA两个因子无益于诠释股票组合的回报率。与美国股市的经验相反,三因子模型更适合我国,因子定价模型的有效程度因市场发展水平和投资理念而异。本文对资产定价的理论和实证研究提供了经验和参考。 展开更多
关键词 价值策略 fama-french三因子模型 fama-french五因子模型 资产定价
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中国创业板市场有效性研究——基于Fama-French五因素模型的分析 被引量:5
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作者 马润平 沈婕 《经济问题》 CSSCI 北大核心 2021年第9期46-52,共7页
股票的超额收益是否可以预测的问题一直是学术界关注的重点。在市场有效性假说的框架下,传统金融理论认为股票价格是随机的,直到动量效应的发现,定价模型不断得以补充和修正。以动量效应的研究为起点,将其出现以来国内外学者关于资产定... 股票的超额收益是否可以预测的问题一直是学术界关注的重点。在市场有效性假说的框架下,传统金融理论认为股票价格是随机的,直到动量效应的发现,定价模型不断得以补充和修正。以动量效应的研究为起点,将其出现以来国内外学者关于资产定价模型的研究文献进行梳理,运用Fama-French五因素模型分析方法并借鉴国内学者对其的改进思路对我国创业板市场2010年至2020年的数据进行实证研究,检验了Fama-French五因素模型对创业板市场的拟合程度,最后得出如下结论:Fama-French五因素模型对创业板具有一定的解释性,但是据其得出的结论与投资者青睐规模大的股票的传统观念存在冲突,创业板市场中规模小的股票相对于规模大的更有可能取得较高的超额收益,研究将会为投资者了解创业板市场提供一个新的视角。 展开更多
关键词 fama-french五因素模型 市场有效性 创业板市场 动量效应
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中国股票市场上Fama-French五因子模型的应用
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作者 张宇航 《中南财经政法大学研究生论丛》 2022年第6期52-64,78,共14页
本文以中国2008年1月至2021年12月的沪深主板和创业板市场数据为样本,考察五因子模型在中国股票市场的适用性。实证结果表明,在中国股票市场上,五因子模型的解释力比三因子模型的解释力更强;五因子模型在小规模市值组合中解释力更强;与... 本文以中国2008年1月至2021年12月的沪深主板和创业板市场数据为样本,考察五因子模型在中国股票市场的适用性。实证结果表明,在中国股票市场上,五因子模型的解释力比三因子模型的解释力更强;五因子模型在小规模市值组合中解释力更强;与美国股市的结果不同,中国股票市场上投资因子CMA为冗余因子;中国股票市场上存在显著的规模效应和利润效应,价值效应只存在于大规模类或高投资水平类股票中,而投资效益不显著。除此之外,本文进一步揭示了五因子模型在中国资本市场上的适用性,为后续寻找适合中国资本市场的定价因子奠定坚实基础,对于优化投资结构、促进中国资本市场的发展具有重要意义。 展开更多
关键词 股票市场 fama-french五因子模型 资产定价 盈利能力 投资水平
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法玛-弗兰奇五因子模型的动态分析 被引量:1
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作者 刘振亚 李博 《经济理论与经济管理》 CSSCI 北大核心 2017年第11期28-37,共10页
本文采用动态模型平均(dynamic model averaging,DMA)算法对法玛—弗兰奇五因子模型(Fama-French five-factor model,FF5模型)进行了系统性研究。基于法玛和弗兰奇(Fama and French)的数据,笔者所进行的实证分析表明:资产定价模型因子... 本文采用动态模型平均(dynamic model averaging,DMA)算法对法玛—弗兰奇五因子模型(Fama-French five-factor model,FF5模型)进行了系统性研究。基于法玛和弗兰奇(Fama and French)的数据,笔者所进行的实证分析表明:资产定价模型因子对投资组合收益的预测能力和系数是随时间动态变化的;不存在固定的因子模型能够同时解释和预测多种投资组合的收益;在对投资组合收益率进行预测时,DMA算法的预测均方误差(mean square error,MSE)显著低于固定系数的FF5模型。 展开更多
关键词 法玛-弗兰奇五因子模型 动态模型平均 卡尔曼滤波 贝叶斯模型平均
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基于市场异象的多因子定价模型比较研究 被引量:5
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作者 方毅 孟佶贤 曲俊雪 《数量经济研究》 2019年第1期82-96,共15页
本文试图通过检验模型对市场异象的解释能力比较Q因子模型与Fama和French的因子模型的定价能力。实证研究结果表明在对市场异象的解释上,Q因子模型与Fama-French的五因子模型的表现各有千秋。但总体而言Q因子模型在解释某些市场异象上... 本文试图通过检验模型对市场异象的解释能力比较Q因子模型与Fama和French的因子模型的定价能力。实证研究结果表明在对市场异象的解释上,Q因子模型与Fama-French的五因子模型的表现各有千秋。但总体而言Q因子模型在解释某些市场异象上相较于Fama-French三因子模型与五因子模型解释能力有所提升:对β值效应、综合股票发行效应、应计利润效应、动量效应、B/M效应以及投资效应的解释能力强于Fama-French三因子模型;Q因子模型在波动率效应、应计利润效应、B/M效应以及投资效应这4个市场异象上表现要优于Fama-French五因子模型。 展开更多
关键词 Q因子模型 fama-french三因子模型 fama-french五因子模型 市场异象 资产定价
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Whether profitability and investment factors have additional explanatory power compared with Fama-French three-factor model:Empirical evidence on Chinese A-share stock market
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作者 Jiao Wenting Jean-Jacques Lilti 《China Finance and Economic Review》 2017年第2期3-22,共20页
Fama and French propose a five-factor model containing the market factor and factors related to size,book-to-market equity ratio,profitability and investment,which outperforms the Fama-French three-factor model in the... Fama and French propose a five-factor model containing the market factor and factors related to size,book-to-market equity ratio,profitability and investment,which outperforms the Fama-French three-factor model in their paper 2014.This study investigates the performance of Fama-French five-factor model and compare with that of Fama-French three-factor model on Chinese A-share stock market.The empirical results show that Fama-French five-factor model explanatory power has differences among different sets of portfolios.Compared with Fama-French three-factor model,the presence of profitability and investment factors donot seem to capture more variations of expected stock returns than the three-factor model except for six value-weighted portfolios formed on size and operating profitability. 展开更多
关键词 profitability factor investment factor fama-french five-factor model Chinese A-share stock market
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FF五因子模型在中国股票市场的改进研究 被引量:16
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作者 杜威望 肖曙光 《华侨大学学报(哲学社会科学版)》 CSSCI 北大核心 2018年第3期39-53,共15页
Fama-French五因子模型在中国股票市场是否适用以及该如何改进还有待研究,首先对Fama-French五因子模型在中国股票市场的适用性进行分析,然后遵照Fama-French五因子模型的分析框架,构造季度动态投资组合进行影响效应分析,并结合中国股... Fama-French五因子模型在中国股票市场是否适用以及该如何改进还有待研究,首先对Fama-French五因子模型在中国股票市场的适用性进行分析,然后遵照Fama-French五因子模型的分析框架,构造季度动态投资组合进行影响效应分析,并结合中国股票市场的实际情况改进账面市值比HML因子的构造方法,最后对模型的估计结果进行对比分析。研究发现:(1)我国股票市场的盈利能力效应和投资风格效应显著;(2)账面市值比与股票平均月度超额收益率之间呈现倒"U"型关系,在中国股票市场HML因子并没有成为冗余变量,当账面市值比约为0.4232时,股票的超额收益率最高;(3)改进后的FF五因子模型对于我国股票超额收益率差异以及中期反转效应和长期动量效应的解释能力是最优的。 展开更多
关键词 资产定价 fama-french五因子模型 模型适用性 模型改进 对比分析
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投资者情绪、Fama-French五因子模型与投资组合收益 被引量:1
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作者 高珂 张临政子 《制度经济学研究》 2019年第3期237-249,共13页
传统投资组合模型应用过程中,选定资产后,投资者可以通过输入期望收益率和协方差阵来得到最优资产配置权重。本文首先按不同市场情绪划分测试时间段,选择我国沪深股票资产组合;然后运用FamaFrench五因子模型求解选定资产的期望收益率向... 传统投资组合模型应用过程中,选定资产后,投资者可以通过输入期望收益率和协方差阵来得到最优资产配置权重。本文首先按不同市场情绪划分测试时间段,选择我国沪深股票资产组合;然后运用FamaFrench五因子模型求解选定资产的期望收益率向量,并将稳健中位数协方差阵应用到投资组合的构建,比较其与Fama-French三因子模型和传统协方差阵构建的投资组合在不同市场情绪时间段的表现。结果表明,FamaFrench五因子模型构建的投资组合收益率及其稳健性受市场情绪影响,而稳健中位数协方差阵能够降低投资组合收益率波动性,不过在市场情绪高涨期效果不明显。在上述研究的基础上本文对投资者投资组合的构建提出一些建议。 展开更多
关键词 fama-french五因子模型 稳健中位数协方差阵 投资组合
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五因素模型在我国资本市场的再检验
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作者 熊艳 涂诗晴 马君 《中国资产评估》 2021年第12期27-33,40,共8页
自William Sharpe、Jone Lintner等人提出CAPM模型后,该模型对金融发展起到了极其重要的作用。与此同时,CAPM模型的有效性也受到了部分学者质疑,一些实证研究证明CAPM模型并不足以解释不同个股收益率之间的差异。本文以中国A股上市公司... 自William Sharpe、Jone Lintner等人提出CAPM模型后,该模型对金融发展起到了极其重要的作用。与此同时,CAPM模型的有效性也受到了部分学者质疑,一些实证研究证明CAPM模型并不足以解释不同个股收益率之间的差异。本文以中国A股上市公司为样本,探讨五因素模型在当前资本市场的表现。研究发现,公司规模、盈利能力、投资风格与个股收益率及风险溢价显著相关。 展开更多
关键词 CAPM模型 fama-french五因素模型 盈利能力 投资风格
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Personality correlates of reporting Chinese words from the Deutsch "high-low" word illusion by Chinese-speaking people
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作者 You Xu Junpeng Zhu +3 位作者 Wanzhen Chen Hao Chai Wei He Wei Wang 《Neuroscience Bulletin》 SCIE CAS CSCD 2012年第3期240-246,共7页
Objective When English-speaking people listen to the Deutsch "high-low" word illusion, they report hearing English words. Whether Chinese-speaking people report Chinese words when listening to the illusion, or wheth... Objective When English-speaking people listen to the Deutsch "high-low" word illusion, they report hearing English words. Whether Chinese-speaking people report Chinese words when listening to the illusion, or whether any reported words might be correlated with personality traits as previous investigations have demonstrated for listening to music in other cultures, is open to question. The present study aimed to address this. Methods A total of 308 right-handed, healthy volunteers (177 women and 131 men) were given the illusion test and asked to answer the Zuckerman-Kuhlman personality questionnaire (ZKPQ). Their depressive tendency was measured by the Plutchik-van Praag depression inventory (PVP). Results There was no gender effect regarding either the PVP score or the number of reported Chinese words from the illusion. Women scored higher on ZKPQ neuroticism-anxiety than men. The number of meaningful Chinese words reported was correlated with the ZKPQ impulsive sensation-seeking, aggression-hostility, and activity scores. Some words reported by participants who scored higher on these three traits were related in meaning to those scales. Conclusion Our preliminary results suggest that when Chinese-speaking people listen to the Deutsch "high-low" word illusion, they might use personality-related, specific cognitive schemata. 展开更多
关键词 Chinese words Deutsch "high-low" word illusion five-factor model personality trait Zuckerman-Kuhlman personality questionnaire
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