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Return Explanatory Ability and Predictability of Non-Linear Market Models 非线性市场模型的收益解释能力与可预测性
Pub Date : 2007-08-13 DOI: 10.2139/ssrn.1005138
C. Hung
Recent literature supports the pricing of higher-order systematic co-moments of returns. This paper provides some support for the quadratic-market model that is consistent with the three-moment CAPM in explaining time-series returns of the winner and the smallest size portfolios. This study further uses three innovative methodologies in analysing the ability of the linear CAPM, the quadratic- and the cubic-market models in predicting one-period- ahead returns on individual stocks, equally- and value-weighted portfolios of momentum, size and country sorts. The results are surprising but important that the higher-moment CAPM market models do not outperform the linear CAPM in the return predictability tests.
最近的文献支持高阶系统收益共矩的定价。本文为二次市场模型在解释赢家和最小规模投资组合的时间序列收益方面提供了一些支持,该模型与三时刻CAPM是一致的。本研究进一步使用了三种创新的方法来分析线性CAPM、二次和三次市场模型在预测个股、动量、规模和国家类别的等加权和价值加权投资组合的一期前回报方面的能力。结果令人惊讶,但重要的是,在回报可预测性测试中,高矩CAPM市场模型并不优于线性CAPM。
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引用次数: 1
Why Diversify Internationally When Domestic Diversification Provides Similar Benefits? 当国内多元化提供类似的好处时,为什么要进行国际多元化?
Pub Date : 2006-09-01 DOI: 10.2139/ssrn.936637
Antonios Antoniou, O. Olusi, K. Paudyal
In light of investor "home-bias" and recent changes in the characteristics of equity markets around the world, this paper appraises the potential benefits of domestic equity diversification, as an alternative to international diversification. We construct forward-looking "home-made" diversification portfolios to imitate each of thirty-seven foreign equity indices and a world portfolio over a ten-year period. The results show that it is possible to mimic foreign indices with domestic equity assets more than previously reported. The differences in pay-offs from international and domestic portfolios are statistically and economically insignificant. Therefore, investors are not compensated for extra risks attached to international diversification.
鉴于投资者的“本土偏好”和近期全球股票市场特征的变化,本文评估了国内股票分散投资作为国际分散投资的替代方案的潜在收益。我们构建了前瞻性的“国产”多元化投资组合,以模仿37个外国股票指数和一个10年期的全球投资组合。结果表明,国内股票资产比以前报道的更多地模仿国外指数是可能的。国际和国内投资组合的收益差异在统计上和经济上都不显著。因此,投资者不会因为国际多元化带来的额外风险而得到补偿。
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引用次数: 2
Revisiting the Martingale Hypothesis for Exchange Rates 重新审视汇率的鞅假设
Pub Date : 2004-12-10 DOI: 10.2139/ssrn.686708
Young-Sook Lee, Tae-Hwan Kim, P. Newbold
Many structural models have attempted to explain the behaviour of exchange rates under the floating rate regime. Meese and Rogoff (1983) found that a random walk model performs at least as well as various structural and time series models for exchange rates in terms of out-of-sample forecast. But, the random walk model is often rejected when the variance-ratio test is employed. In this paper, we attempt to resolve these apparently contradictory empirical findings. Our view is that (i) when a model successfully passes a battery of independent out-of-sample tests, it is likely to describe the true process, and (ii) apart from the fact that the variance-ratio test is inherently an in-sample test, it might be possible that researchers fail to take into account all the relevant characteristics of the process when conducting the variance-ratio test. One characteristic we will focus on in this paper is possible structural breaks in the exchange rate process. We consider a simple random walk process, a special case of the Martingale model, which exhibits a deterministic break in its drift term, for instance, from positive to negative. This particular example can be a plausible model for a time series on exchange rates which displays a persistent currency appreciation period followed by a long depreciation era. We demonstrate both theoretically and by simulation that when the standard variance-ratio test is applied to this process, the phenomenon of spurious rejections of the Martingale hypothesis can occur. We discuss some implication of this finding on the previously uncovered empirical evidence against the Martingale hypothesis for exchange rates. We propose a modification of the variance-ratio test taking into account structural breaks in the process. We have found that the standard tests strongly reject the Martingale hypothesis while our tests do not. Our empirical findings strongly indicate that rejecting the Martingale hypothesis by the standard variance-ratio tests might have been induced by failing to incorporate structural breaks into the testing procedure.
许多结构模型都试图解释浮动汇率制度下的汇率行为。Meese和Rogoff(1983)发现,随机游走模型在样本外预测方面的表现至少与各种结构模型和时间序列模型一样好。但是,当采用方差比检验时,随机游走模型往往被拒绝。在本文中,我们试图解决这些明显矛盾的实证结果。我们的观点是:(i)当一个模型成功通过一系列独立的样本外检验时,它很可能描述了真实的过程,(ii)除了方差比检验本质上是样本内检验这一事实外,研究人员在进行方差比检验时可能没有考虑到过程的所有相关特征。我们将在本文中关注的一个特征是汇率过程中可能出现的结构性断裂。我们考虑一个简单的随机游走过程,这是鞅模型的一个特例,它在漂移项中表现出确定性的中断,例如,从正到负。这个特殊的例子可能是汇率时间序列的一个合理模型,它显示了一个持续的货币升值时期,然后是一个长期的贬值时代。我们从理论和模拟两方面证明,当将标准方差比检验应用于这一过程时,可能会出现对鞅假设的虚假拒绝现象。我们讨论了这一发现对先前发现的反对汇率鞅假设的经验证据的一些含义。我们提出了一种方差比检验的修正,考虑到过程中的结构性断裂。我们发现标准检验强烈地拒绝了鞅假设,而我们的检验却没有。我们的实证研究结果强烈表明,通过标准方差比检验拒绝鞅假设可能是由于未能将结构断裂纳入检验程序。
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引用次数: 5
Asymmetric Information, Choice of Workout Under Financial Distress, and Absolute Priority Violations 信息不对称、财务困境下的破产选择与绝对优先违规
Pub Date : 2004-06-12 DOI: 10.2139/ssrn.499602
S. Banerji, P. Bose
We study the reorganization of a financially distressed firm when public debt-holders are uninformed about future profitability of its projects. With large expected NPV of the continuation project, exchange offers restructure the public debt. Low NPV results in liquidation. For intermediate ranges of NPV, the bank refinances the short-term public debt. We show that the signaling requirements of exchange offers imply additional equity to the firm's shareholders in violation of the Absolute Priority Rule. Our analysis derives testable hypothesis relating the nature of workouts and the magnitude of APR violations to observables such as the short term public debt.
我们研究了当公共债务持有人不了解其项目的未来盈利能力时,财务困境公司的重组。由于延续项目的预期净现值较大,交易所提出重组公共债务。低净现值导致清算。对于NPV的中间区间,银行为短期公共债务再融资。我们证明了交换要约的信号要求意味着公司股东的额外权益违反了绝对优先规则。我们的分析得出了一些可检验的假设,这些假设将调整的性质和APR违规的程度与短期公共债务等可观察到的情况联系起来。
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引用次数: 1
Recurrence Quantification Analysis of Wavelet Pre-Filtered Index Returns 小波预滤波指数回归的递归量化分析
Pub Date : 2003-06-10 DOI: 10.2139/ssrn.415361
Antonios Antoniou, Costas E. Vorlow
In this paper we investigate for the presence of non-stochastic, possibly nonlinear deterministic dynamical cycles in financial time series. Evidence of nonlinear dynamics is revealed in denoised daily stock market index returns for six countries by combining Recurrence Quantification Analysis (RQA: see Zbilut and Webber (J. Appl. Phys. 76(2) (1994) 965)) and wavelet filtering. Quantitative and qualitative results indicate that through wavelet pre-filtering we can obtain a clearer view of the underlying dynamical structure of returns generating processes. Our results also suggest the existence of high dimensional deterministic dynamics, unstable periodic orbits and chaos.
本文研究了金融时间序列中存在的非随机的、可能是非线性的确定性动力周期。非线性动力学的证据显示,在去噪的每日股票市场指数回报六个国家结合递归量化分析(RQA):见Zbilut和Webber (J. appll。物理学报,76(2)(1994)965))和小波滤波。定量和定性结果表明,通过小波预滤波可以更清楚地了解收益产生过程的潜在动态结构。我们的结果还表明存在高维确定性动力学、不稳定周期轨道和混沌。
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引用次数: 19
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Durham Business School Research Paper Series
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