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An investigation on impacts of structural changes in stocks’ past returns on financial analysts’ earnings forecasting rationality 股票历史收益结构变化对金融分析师收益预测合理性的影响研究
Pub Date : 2019-11-11 DOI: 10.1108/jcms-06-2019-0033
Zhixin Kang
PurposeThe purpose of this paper is to test whether financial analysts’ rationality in making stocks’ earnings forecasts is homogenous or not across different information regimes in stocks’ past returns.Design/methodology/approachBy treating stocks’ past returns as the information variable in this study, the authors employ a threshold regression model to capture and test threshold effects of stocks’ past returns on financial analysts’ rationality in making earnings forecasts in different information regimes.FindingsThe results show that three significant structural breaks and four respective information regimes are identified in stocks’ past returns in the threshold regression model. Across the four different information regimes, financial analysts react to stocks’ past returns quite differently when making one-quarter ahead earnings forecasts. Furthermore, the authors find that financial analysts are only rational in a certain information regime of stocks’ past returns depending on a certain return-window such as one-quarter, two-quarter or four-quarter time period.Originality/valueThis study is different from those in the existing literature by arguing that there could exist heterogeneity in financial analysts’ rationality in making earnings forecasts when using stocks’ past returns information. The finding that financial analysts react to stocks’ past returns differently in the different information regimes of past returns adds value to the research on financial analysts’ rationality.
本文的目的是检验金融分析师在不同信息制度下对股票收益预测的合理性是否具有同质性。设计/方法/方法本研究以股票过去收益作为信息变量,采用阈值回归模型,捕捉并检验不同信息制度下股票过去收益对金融分析师盈利预测合理性的阈值效应。结果表明,在阈值回归模型中,股票的历史收益存在三个显著的结构性断裂和四个不同的信息机制。在这四种不同的信息机制中,金融分析师在做出未来一个季度的收益预测时,对股票过去回报率的反应截然不同。此外,作者发现,金融分析师只有在特定的股票过去回报信息制度下才具有理性,这取决于特定的回报窗口,如一个季度、两个季度或四个季度的时间段。独创性/价值本研究与现有文献的不同之处在于,认为金融分析师在利用股票过去收益信息进行盈利预测时,其合理性可能存在异质性。在不同的过去收益信息制度下,金融分析师对股票过去收益的反应不同,这一发现为金融分析师的理性研究增添了价值。
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引用次数: 0
Cryptocurrencies: applications and investment opportunities 加密货币:应用和投资机会
Pub Date : 2019-11-11 DOI: 10.1108/jcms-05-2019-0032
A. Inci, R. Lagasse
PurposeThis study investigates the role of cryptocurrencies in enhancing the performance of portfolios constructed from traditional asset classes. Using a long sample period covering not only the large value increases but also the dramatic declines during the beginning of 2018, the purpose of this paper is to provide a more complete analysis of the dynamic nature of cryptocurrencies as individual investment opportunities, and as components of optimal portfolios.Design/methodology/approachThe mean-variance optimization technique of Merton (1990) is applied to develop the risk and return characteristics of the efficient portfolios, along with the optimal weights of the asset class components in the portfolios.FindingsThe authors provide evidence that as a single investment, the best cryptocurrency is Ripple, followed by Bitcoin and Litecoin. Furthermore, cryptocurrencies have a useful role in the optimal portfolio construction and in investments, in addition to their original purposes for which they were created. Bitcoin is the best cryptocurrency enhancing the characteristics of the optimal portfolio. Ripple and Litecoin follow in terms of their usefulness in an optimal portfolio as single cryptocurrencies. Including all these cryptocurrencies in a portfolio generates the best (most optimal) results. Contributions of the cryptocurrencies to the optimal portfolio evolve over time. Therefore, the results and conclusions of this study have no guarantee for continuation in an exact manner in the future. However, the increasing popularity and the unique characteristics of cryptocurrencies will assist their future presence in investment portfolios.Originality/valueThis is one of the first studies that examine the role of popular cryptocurrencies in enhancing a portfolio composed of traditional asset classes. The sample period is the largest that has been used in this strand of the literature, and allows to compare optimal portfolios in early/recent subsamples, and during the pre-/post-cryptocurrency crisis periods.
本研究探讨了加密货币在提高传统资产类别构建的投资组合绩效方面的作用。本文的目的是使用较长的样本期,不仅涵盖了2018年初的大幅价值增长,还包括大幅下跌,从而更全面地分析加密货币作为个人投资机会和最优投资组合组成部分的动态性质。设计/方法/途径Merton(1990)的均值方差优化技术被应用于开发有效投资组合的风险和收益特征,以及投资组合中资产类别成分的最优权重。作者提供的证据表明,作为单一投资,最好的加密货币是瑞波币,其次是比特币和莱特币。此外,除了创建加密货币的原始目的之外,加密货币在最佳投资组合构建和投资中也发挥了有益的作用。比特币是增强最优投资组合特征的最佳加密货币。Ripple和Litecoin作为单一加密货币在最佳投资组合中的实用性紧随其后。将所有这些加密货币纳入投资组合会产生最佳(最优)的结果。加密货币对最优投资组合的贡献随着时间的推移而变化。因此,本研究的结果和结论不能保证在未来以准确的方式延续。然而,加密货币的日益普及和独特特征将有助于它们未来在投资组合中的存在。原创性/价值这是首批研究流行加密货币在增强由传统资产类别组成的投资组合中的作用的研究之一。该样本周期是本系列文献中使用的最大样本周期,可以比较早期/近期子样本以及加密货币危机前后的最佳投资组合。
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引用次数: 32
Improving corporate governance with functional diversity on FTSE 350 boards: directors’ perspective 富时350指数成分股董事会职能多元化,改善公司治理:董事视角
Pub Date : 2019-11-11 DOI: 10.1108/jcms-09-2019-0044
R. Goyal, N. Kakabadse, A. Kakabadse
PurposeBoards presently are considered the most critical component in improving corporate governance (CG). Board diversity is increasingly being recommended as a tool for enhancing firm performance. Academic research and regulatory action regarding board diversity are focussed mainly on gender and ethnic composition of boards. However, the perspective of board members on board diversity and its impact is mostly missing. Moreover, while strategic leadership perspective suggests that a broader set of upper echelon’s characteristics may shape their actions, empirical evidence investigating the impact of less-explored attributes of diversity is almost non-existent. While the research on the input–output relationship between board diversity and firm performance remains equivocal, an intervening relationship between board diversity and board effectiveness needs to be understood. The purpose of this paper is to address all three limitations and explore the subject from board members’ perspective.Design/methodology/approachThe paper presents the findings of qualitative, exploratory research conducted by interviewing 42 board members of FTSE 350 companies. The data are analysed thematically.FindingsThe findings of the research suggest that board members of FTSE 350 companies consider the diversity of functional experience to be a critical requirement for boards’ role-effectiveness. Functionally diverse boards manage external dependencies more effectively and challenge assumptions of the executive more efficiently, thus improving CG. The findings significantly contribute to the literature on board diversity, as well as to strategic leadership theory and other applicable theories. The research is conducted with a relatively small but elite and difficult to approach set of 42 board members of FTSE 350 companies.Practical implicationsThe paper makes a unique and significant contribution to praxis by presenting the perspective of practitioners of CG – board members. The findings may encourage board nomination committees to seek board diversity beyond the gender and ethnic characteristics of directors. The findings may also be relevant for policy formulation, as they indicate that functionally diverse boards have improved effectiveness in a range of board roles.Social implicationsBoard diversity is about building a board that accurately reflects the make-up of the population and stakeholders of the society where the company operates. The aim of board diversity is to cultivate a broad range of attributes and perspectives that reflects real-world demographics as boards need to continue to earn their “licence to operate in society” as organisations have a responsibility to multiple constituents and stakeholders, including the community and the wider society within which they exist. Building social capital through diversity has value in the wider context of modern society and achieving social justice.Originality/valueThe paper makes an original and unique contribut
宗旨委员会目前被认为是改善公司治理(CG)的最关键组成部分。董事会多元化正日益被推荐为提高公司绩效的一种工具。关于董事会多样性的学术研究和监管行动主要集中在董事会的性别和种族构成上。然而,董事会成员对董事会多元化及其影响的看法却大多缺失。此外,虽然战略领导视角表明,更广泛的高层特征可能会影响他们的行为,但调查较少探索的多样性属性影响的实证证据几乎不存在。董事会多样性与公司绩效之间的投入产出关系研究尚不明确,但董事会多样性与董事会有效性之间的中介关系仍需进一步研究。本文的目的是解决这三个限制,并从董事会成员的角度探讨这个问题。设计/方法/方法本文通过采访42家富时350指数成分股公司的董事会成员,提出了定性的探索性研究结果。这些数据是按主题分析的。研究结果表明,富时350指数成分股公司的董事会成员认为,职能经验的多样性是董事会角色有效性的关键要求。职能多样化的董事会更有效地管理外部依赖关系,更有效地挑战高管的假设,从而改善CG。研究结果对董事会多元化的文献研究以及战略领导理论和其他适用理论有重要贡献。这项研究的对象是42名富时350指数成分股公司的董事会成员,人数相对较少,但他们都是精英,很难接近。实践意义本文从企业管理董事会成员的视角出发,对实践做出了独特而重要的贡献。这些发现可能会鼓励董事会提名委员会在董事的性别和种族特征之外寻求董事会的多样性。研究结果也可能与政策制定有关,因为它们表明,职能多样化的董事会在一系列董事会角色方面提高了效率。社会影响董事会多元化是指建立一个能够准确反映公司运营所在社会人口和利益相关者构成的董事会。董事会多元化的目标是培养广泛的属性和观点,以反映现实世界的人口结构,因为董事会需要继续获得“在社会中运营的许可证”,因为组织对多个组成部分和利益相关者(包括社区和更广泛的社会)负有责任。在现代社会和实现社会正义的更广泛背景下,通过多样性建立社会资本具有价值。本文通过加强战略领导理论的论证,对战略领导理论做出了原创性和独特的贡献。本文不仅探讨了被广泛研究的性别和种族对董事会的影响,还探讨了研究较少的董事特征——他们的职能经验的影响。此外,本文还打开了企业管理委员会的“黑箱”,并提出了董事会成员的观点。调查结果表明,富时350指数成分股公司的董事会成员对多样性的定义,比学术界和监管机构通常定义的更为宽泛。
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引用次数: 20
A longitudinal analysis for informativeness of earnings announcements in Borsa Istanbul Borsa Istanbul公司财报信息的纵向分析
Pub Date : 2019-11-11 DOI: 10.1108/jcms-09-2019-0045
Aykut Ahlatçioglu, Nesrin Okay
PurposeThe purpose of this paper is to assess the information value of earnings announcements for the 2007–2017 period in Borsa Istanbul.Design/methodology/approachAbnormal volatility (AVOL) and abnormal absolute return (AAR) in the three-day window around the earnings announcement are used as proxies for information content. A pooled regression of AVOL and AAR is conducted to test for the existence of information content and analyze its time trend along with its determinants.FindingsThe authors find significantly positive AVOL and AAR which shows that earnings have information content for investors during the sample period. Furthermore, both proxies demonstrate a positive time trend after controlling for various firm characteristics and surprise measures. The authors take this as evidence that overall informativeness of earnings has increased over time. The authors observe that this increase is most prevalent for growth companies and earnings announcements with high absolute surprise. This study provides partial support for the hypothesis that value of earnings announcements has increased after an improvement in information dissemination technology with the inception of the online disclosure platform, KAP.Practical implicationsUnderstanding information value of earnings announcements is of interest for companies which prepare earnings reports, regulators who set standards on their content and frequency and investors which make investment decisions based on information released at these announcements.Originality/valueThere had been few non-US studies related to information value of earnings announcements. The overwhelming majority of these are conducted using limited data sets from the latter part of the last century and only analyze annual earnings announcements. The authors aim to shed light on the subject using a broad and recent sample of quarterly earnings announcements from a major emerging market, Turkey.
本文的目的是评估Borsa Istanbul 2007-2017年期间盈余公告的信息价值。设计/方法/方法使用收益公告前后三天窗口内的异常波动率(AVOL)和异常绝对收益(AAR)作为信息内容的代理。对AVOL和AAR进行了池回归,以检验信息含量的存在性,并分析其时间趋势及其决定因素。研究结果作者发现显著正的AVOL和AAR,这表明收益具有信息内容的投资者在样本期间。此外,在控制了各种企业特征和惊喜度量后,这两个代理都显示出正的时间趋势。作者以此为证据,证明收入的总体信息量随着时间的推移而增加。作者观察到,这种增长在成长型公司和具有高度绝对惊喜的收益公告中最为普遍。本研究部分支持了盈余公告价值在信息传播技术改进后随着在线披露平台KAP的出现而增加的假设。实际意义了解盈余公告的信息价值对编制盈余报告的公司、对其内容和频率制定标准的监管机构以及根据这些公告中发布的信息做出投资决策的投资者都很有意义。独创性/价值在美国以外,很少有与收益公告的信息价值相关的研究。其中绝大多数是使用上世纪下半叶的有限数据集进行的,并且只分析年度收益公告。作者试图通过对主要新兴市场土耳其最近公布的季度收益的广泛样本来阐明这一主题。
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引用次数: 0
Do Fama–French common risk-factor portfolio investors herd on a daily basis? Implications for common risk-factor regressions Fama-French共同风险因素投资组合投资者是否每天都会趋同?常见风险因素回归的含义
Pub Date : 2019-09-20 DOI: 10.1108/jcms-06-2019-0034
Chamil W. Senarathne
PurposeThe purpose of this paper is to examine whether Fama–French common risk-factor portfolio investors herd on a daily basis for five developed markets, namely, Europe, Japan, Asia Pacific ex Japan, North America and Globe.Design/methodology/approachTo examine the herd behavior of common risk-factor portfolio investors, this paper utilizes the cross-sectional absolute deviations (CSAD) methodology, covering a daily data sampling period of July 1990 to January 2019 from Kenneth R. French-Data Library. CSAD driven by fundamental and non-fundamental information is assessed using Fama–French five-factor model.FindingsThe results do not provide evidence for herding under normal market conditions, either when reacting to fundamental information or non-fundamental information, for any region under consideration. However, Fama–French common risk-factor portfolio investors mimic the underlying risk factors in returns related to size and book-to-market value, size and operating profitability, size and investment and size and momentum of the equity stocks in European and Japanese markets during crisis period. Also, no considerable evidence is found for herding (on fundamental information) under crisis and up-market conditions except for Japan. Ancillary findings are discussed under conclusion.Research limitations/implicationsFurther research on new risk factors explaining stock return variation may help improve the model performance. The performance can be improved by adding new risk factors that are free from behavioral bias but significant in explaining common stock return variation. Also, it is necessary to revisit the existing common risk factors in order to understand behavioral aspects that may affect cost of capital calculations (e.g. pricing errors) and valuation of investment portfolios.Originality/valueThis is the first paper that examines the herd behavior (fundamental and non-fundamental) of Fama–French common risk-factor investors using five-factor model.
本文的目的是检验Fama-French共同风险因素组合投资者是否在五个发达市场,即欧洲、日本、亚太地区(不包括日本)、北美和全球,每天都有羊群行为。设计/方法/方法为了检验常见风险因素组合投资者的羊群行为,本文采用了横断面绝对偏差(CSAD)方法,涵盖了1990年7月至2019年1月肯尼斯·r·法国数据图书馆的每日数据采样期。采用Fama-French五因子模型对基本信息和非基本信息驱动的CSAD进行了评价。研究结果表明,在正常市场条件下,无论是对基本信息还是对非基本信息的反应,对于任何考虑中的区域,结果都没有提供羊群效应的证据。然而,Fama-French共同风险因素组合投资者在危机期间模仿与欧洲和日本市场股票的规模和账面市值、规模和经营盈利能力、规模和投资以及规模和势头相关的回报中的潜在风险因素。此外,除了日本之外,没有发现在危机和高端市场条件下羊群效应(基本信息)的大量证据。在结论部分讨论了辅助发现。研究局限/启示进一步研究解释股票收益变化的新风险因素可能有助于提高模型的性能。可以通过增加新的风险因素来提高绩效,这些风险因素不受行为偏差的影响,但在解释普通股收益变化方面具有重要意义。此外,有必要重新审视现有的常见风险因素,以便了解可能影响资本成本计算(例如定价错误)和投资组合估值的行为方面。这是第一篇使用五因素模型研究Fama-French共同风险因素投资者的羊群行为(基本面和非基本面)的论文。
{"title":"Do Fama–French common risk-factor portfolio investors herd on a daily basis? Implications for common risk-factor regressions","authors":"Chamil W. Senarathne","doi":"10.1108/jcms-06-2019-0034","DOIUrl":"https://doi.org/10.1108/jcms-06-2019-0034","url":null,"abstract":"\u0000Purpose\u0000The purpose of this paper is to examine whether Fama–French common risk-factor portfolio investors herd on a daily basis for five developed markets, namely, Europe, Japan, Asia Pacific ex Japan, North America and Globe.\u0000\u0000\u0000Design/methodology/approach\u0000To examine the herd behavior of common risk-factor portfolio investors, this paper utilizes the cross-sectional absolute deviations (CSAD) methodology, covering a daily data sampling period of July 1990 to January 2019 from Kenneth R. French-Data Library. CSAD driven by fundamental and non-fundamental information is assessed using Fama–French five-factor model.\u0000\u0000\u0000Findings\u0000The results do not provide evidence for herding under normal market conditions, either when reacting to fundamental information or non-fundamental information, for any region under consideration. However, Fama–French common risk-factor portfolio investors mimic the underlying risk factors in returns related to size and book-to-market value, size and operating profitability, size and investment and size and momentum of the equity stocks in European and Japanese markets during crisis period. Also, no considerable evidence is found for herding (on fundamental information) under crisis and up-market conditions except for Japan. Ancillary findings are discussed under conclusion.\u0000\u0000\u0000Research limitations/implications\u0000Further research on new risk factors explaining stock return variation may help improve the model performance. The performance can be improved by adding new risk factors that are free from behavioral bias but significant in explaining common stock return variation. Also, it is necessary to revisit the existing common risk factors in order to understand behavioral aspects that may affect cost of capital calculations (e.g. pricing errors) and valuation of investment portfolios.\u0000\u0000\u0000Originality/value\u0000This is the first paper that examines the herd behavior (fundamental and non-fundamental) of Fama–French common risk-factor investors using five-factor model.\u0000","PeriodicalId":118429,"journal":{"name":"Journal of Capital Markets Studies","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116236054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Factors influencing SRI fund performance 影响SRI基金业绩的因素
Pub Date : 2019-07-08 DOI: 10.1108/JCMS-04-2019-0016
Halil Kiymaz
PurposeThe purpose of this paper is to examine socially responsible investment (SRI) fund performance and investigate the factors influencing fund performance.Design/methodology/approachThe study uses return data from the Morningstar database for 152 SRI funds from January 1995 to May 2015. The initial analysis includes the use of various risk-adjusted performance measures, including Sharpe ratio, Treynor ratio, Information ratio, Sortino ratio and M2. The study also uses four factor models, including Jensen single-factor model, Fama–French three-factor model, Carhart four-factor model and Fama–French five-factor model to explain SRI fund returns. Finally, a cross-sectional regression analysis is applied to investigate the determinants of SRI fund returns.FindingsThe results show that, on average, the SRI funds provide comparable risk-adjusted returns relative to various benchmark market indices. Market factor is significant in explaining SRI fund returns. Examining each factor model, the results do not support Fama–French’s three-factor model as neither size nor value factor is significant. The author finds weak support for Carhart’s momentum factor along with the market factor. Finally, the Fama–French five-factor model shows market, size and operating profit factors explain SRI fund returns. The study also finds the fund performance is stronger for funds with the higher turnover ratio, the larger fund size and more managerial experience and lower for funds with higher expense ratio. Also, funds formed with negative screening perform better than positive or mixed screened funds.Originality/valueSRI funds have received considerable attention from investors. This study contributes to the literature by examining SRI fund performance and investigating factors influencing their performance using multiple factor models and cross-sectional regression analysis. The findings are relevant for investors who demand responsible investment opportunities without sacrificing returns for nonfinancial screenings. Findings also suggest that investors should consider fund characteristics when selecting SRI funds.
目的研究社会责任投资(SRI)基金绩效,探讨影响基金绩效的因素。设计/方法/方法本研究使用晨星数据库中152只SRI基金1995年1月至2015年5月的收益数据。最初的分析包括使用各种风险调整后的绩效指标,包括夏普比率、特雷诺比率、信息比率、索尔蒂诺比率和M2。本研究还使用了Jensen单因素模型、Fama-French三因素模型、Carhart四因素模型和Fama-French五因素模型来解释SRI基金的收益。最后,采用横截面回归分析来探讨SRI基金收益的决定因素。结果表明,平均而言,SRI基金相对于各种基准市场指数提供可比较的风险调整收益。市场因素在解释SRI基金收益方面具有重要意义。考察每个因素模型,结果不支持Fama-French的三因素模型,因为规模和价值因素都不显著。随着市场因素的出现,笔者发现Carhart的动量因素支持度较弱。最后,Fama-French五因素模型表明,市场、规模和营业利润因素解释了SRI基金的收益。研究还发现,周转率越高、基金规模越大、管理经验越丰富的基金表现越强,而费用率越高的基金表现越弱。此外,负面筛选形成的基金比正面筛选或混合筛选形成的基金表现更好。独创性/价值基金已受到投资者的相当重视。本研究利用多因素模型和横断面回归分析对SRI基金绩效进行考察,并对影响其绩效的因素进行研究。这些发现对那些要求负责任的投资机会而又不为非金融筛选而牺牲回报的投资者很有意义。研究结果还表明,投资者在选择SRI基金时应考虑基金的特点。
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引用次数: 6
Performance evaluation of the Turkish pension fund system 土耳其养老基金制度绩效评价
Pub Date : 2019-07-08 DOI: 10.1108/JCMS-03-2019-0013
T. Kuzubaş, Burak Saltoǧlu, Ayberk Sert, Ayhan Yüksel
PurposeThe purpose of this paper is to provide an in-depth performance evaluation of funds offered by the Turkish pension system.Design/methodology/approachThis paper compares aggregate fund index returns with the corresponding asset class returns, estimates a factor model to decompose excess returns to factor exposures, i.e., β return and excess return originating from residual α and analyzes persistence of fund returns using migration tables and Fama–MacBeth regressions and tests for market timing ability.FindingsMajority of pension funds are unable to generate excess returns. Majority of funds are unable to generate a positive α and fund returns are predominantly driven factor exposures. There is evidence for slight persistence in returns, mainly due to factor exposures and funds do not exhibit market timing ability.Originality/valueIn this paper, the authors perform an in-depth analysis of pension fund performance for the Turkish pension fund system. The authors identify weaknesses and strengths of the pension fund industry and provide policy recommendations for a better design of pension fund system.
本文的目的是对土耳其养老金制度提供的资金进行深入的绩效评估。设计/方法/方法本文将基金总指数收益与相应的资产类别收益进行了比较,估计了一个将超额收益分解为因子敞口的因子模型,即β收益和源自剩余α的超额收益,并使用迁移表和Fama-MacBeth回归分析了基金收益的持久性,并对市场择时能力进行了检验。大多数养老基金无法产生超额回报。大多数基金无法产生正α,基金回报主要是受因素驱动的风险敞口。有证据表明,回报率有轻微的持续性,主要是由于因素暴露和基金没有表现出市场择时能力。在本文中,作者对土耳其养老基金系统的养老基金绩效进行了深入的分析。分析了我国养老基金行业的优势和劣势,并提出了完善养老基金制度设计的政策建议。
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引用次数: 4
On sparsity of eigenportfolios to reduce transaction cost 特征组合的稀疏性降低交易成本
Pub Date : 2019-07-08 DOI: 10.1108/JCMS-06-2018-0024
Anqi Xiong, A. Akansu
PurposeTransaction cost becomes significant when one holds many securities in a large portfolio where capital allocations are frequently rebalanced due to variations in non-stationary statistical characteristics of the asset returns. The purpose of this paper is to employ a sparsing method to sparse the eigenportfolios, so that the transaction cost can be reduced and without any loss of its performance.Design/methodology/approachIn this paper, the authors have designed pdf-optimized mid-tread Lloyd-Max quantizers based on the distribution of each eigenportfolio, and then employed them to sparse the eigenportfolios, so those small size orders may usually be ignored (sparsed), as the result, the trading costs have been reduced.FindingsThe authors find that the sparsing technique addressed in this paper is methodic, easy to implement for large size portfolios and it offers significant reduction in transaction cost without any loss of performance.Originality/valueIn this paper, the authors investigated the performance the sparsed eigenportfolios of stock returns in S&P500 Index. It is shown that the sparsing method is simple to implement and it provides high levels of sparsity without causing PNL loss. Therefore, transaction cost of managing a large size portfolio is reduced by employing such an efficient sparsity method.
当一个人在一个大型投资组合中持有许多证券时,由于资产回报的非平稳统计特征的变化,资本配置经常被重新平衡,交易成本变得重要。本文的目的是利用稀疏方法对特征组合进行稀疏处理,从而在不损失交易成本的前提下降低交易成本。设计/方法/方法在本文中,作者根据每个特征组合的分布设计了pdf优化的中阶劳埃德-马克斯量化器,然后利用它们对特征组合进行稀疏处理,使得那些通常可以忽略(稀疏)的小订单,从而降低了交易成本。研究结果作者发现,本文中提到的稀疏技术是有条理的,易于实现大型投资组合,并且在没有任何性能损失的情况下显著降低了交易成本。本文研究了标准普尔500指数中稀疏特征组合的股票收益表现。结果表明,该方法易于实现,并且在不造成PNL损失的情况下提供了高水平的稀疏性。因此,采用这种高效的稀疏性方法可以降低管理大型投资组合的交易成本。
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引用次数: 1
Sentiment versus mood: a conceptual and empirical investigation 情绪与情绪:一项概念和实证调查
Pub Date : 2019-06-20 DOI: 10.1108/JCMS-03-2019-0014
Albert Rapp
PurposeThe purpose of this paper is to investigate whether sentiment and mood, which are distinct theoretical concepts, can also be distinguished empirically.Design/methodology/approachUsing a sample of German small-cap stocks and linear techniques, the effect of sentiment and mood on short-term abnormal stock return following earnings announcements is tested separately.FindingsMood tends to be a positive factor in predicting short-term abnormal stock return, as its biologically based impact uniformly affects the risk aversion of all market participants. Notably, negative mood influences stock return significantly negatively. Sentiment is no factor, however, as its cognitively based impact affects only unsophisticated investors, namely, their cash-flow expectations.Research limitations/implicationsAs the sample is restricted to small-cap stocks from a single stock market and only two proxies of sentiment and mood, respectively, are used, the findings should be generalized with caution. Future research might investigate other markets and employ different proxies of sentiment and mood.Practical implicationsMarket participants should be aware of the different effect of sentiment and mood on stock return and adjust investment strategies accordingly.Social implicationsAs sophisticated investors are likely to profit from the irrational behavior of unsophisticated investors, who are prone to sentiment, the financial literacy of retail investors should be enhanced.Originality/valueThis paper is unique in distinguishing between sentiment and mood, both theoretically and empirically. Such distinction was largely ignored by related past research.
本文的目的是探讨情感和情绪这两个截然不同的理论概念是否也可以进行实证区分。设计/方法/方法采用德国小盘股样本和线性技术,分别检验了情绪和情绪对收益公告后短期异常股票收益的影响。发现smood在预测短期股票异常收益时往往是一个积极因素,因为其基于生物学的影响一致地影响所有市场参与者的风险厌恶。值得注意的是,负面情绪显著负向影响股票收益。然而,情绪不是因素,因为其基于认知的影响只影响不成熟的投资者,即他们的现金流预期。由于样本仅限于来自单一股票市场的小盘股,并且分别只使用了情绪和情绪两个代理,因此研究结果应谨慎概括。未来的研究可能会调查其他市场,并采用不同的情绪和情绪代理。实际意义市场参与者应意识到情绪和情绪对股票收益的不同影响,并相应地调整投资策略。由于成熟的投资者可能从容易受情绪影响的不成熟投资者的非理性行为中获利,因此应提高散户投资者的金融素养。原创性/价值这篇论文在区分情绪和情绪方面是独一无二的,无论是在理论上还是在经验上。过去的相关研究在很大程度上忽略了这一区别。
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引用次数: 5
Does D&O insurance matter for stock price crash risk? Evidence from an Asian emerging market D&O保险对股价崩盘风险有影响吗?来自亚洲新兴市场的证据
Pub Date : 2019-06-18 DOI: 10.1108/JCMS-03-2019-0009
Ming‐Te Lee, K. Nien
PurposeThe purpose of this paper is to address the opposing views of the relationship between directors’ and officers’ liability insurance (D&O insurance) and stock price crash risk in a major Asian emerging stock market.Design/methodology/approachThis paper finds an endogenous relationship between D&O insurance and stock price crash risk. Hence, the two-stage least squares regression analysis is used to address the endogeneity issue when the relationship is examined. Moreover, this paper further controls the quality of other corporate governance mechanisms to investigate whether D&O insurance still has an effect on stock price crash risk.FindingsThe effect of D&O insurance coverage is significantly negatively related to firm-specific stock price crash risk in Taiwan. More importantly, even when the quality of other corporate governance mechanisms is controlled, the negative relationship between D&O insurance coverage and firm-specific stock price crash risk remains significant. The evidence supports that D&O insurance serves as an effective external monitoring mechanism, strengthens corporate governance, and thus reduces stock price crash risk.Originality/valueEmerging Asian markets suffer a dearth of research on the relationship of D&O insurance coverage and the firm-specific stock price crash risk. Investigating the relationship in Taiwan, the present study fills the research void. The findings show that D&O insurance plays an important role in reducing stock price crash risk of Taiwanese firms even when other corporate governance mechanisms are in place.
本文的目的是解决董事和高级管理人员责任保险(D&O保险)与股票价格崩溃风险在亚洲主要新兴股票市场之间的关系的对立观点。本文发现董事责任保险与股价崩盘风险之间存在内生关系。因此,两阶段最小二乘回归分析是用来解决内生性问题时,关系进行检查。此外,本文还进一步控制了其他公司治理机制的质量,以考察董事责任保险是否仍然对股价崩盘风险有影响。研究发现:董事责任保险覆盖率与公司股价崩盘风险呈显著负相关。更重要的是,即使在其他公司治理机制的质量受到控制的情况下,董事责任保险覆盖率与公司特定股价崩盘风险之间的负相关关系仍然显著。证据支持董事责任保险作为有效的外部监督机制,强化公司治理,从而降低股价崩盘风险。独创性/价值亚洲新兴市场缺乏关于董事责任保险覆盖率与公司特定股价崩盘风险之间关系的研究。本研究以台湾为研究对象,填补了研究的空白。研究结果显示,即使存在其他公司治理机制,董事责任保险对降低台湾公司股价崩盘风险仍有重要作用。
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引用次数: 1
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Journal of Capital Markets Studies
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