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1.
Noël Amenc Lionel Martellini Jean‐Christophe Meyfredi Volker Ziemann 《European Financial Management》2010,16(2):191-210
In this paper we extend Hasanhodzic and Lo (2007) by assessing the out‐of‐sample performance of various non‐linear and conditional hedge fund replication models. We find that going beyond the linear case does not necessarily enhance the replication power. On the other hand, we find that selecting factors on the basis on an economic analysis allows for a substantial improvement in out‐of‐sample replication quality, whatever the underlying form of the factor model. Overall, we confirm the findings in Hasanhodzic and Lo (2007) that the performance of the replicating strategies is systematically inferior to that of the actual hedge funds. 相似文献
2.
Using daily returns on a set of hedge fund indices, we study (i) the properties of the indices' conditional density functions and (ii) the presence of asymmetries in conditional correlations between hedge fund indices and other investments and between hedge fund indices themselves. We use the SNP approach to obtain estimates of conditional densities of hedge fund returns and then proceed to examine their properties. In general, a nonparametric GARCH(1,1) model appears to provide the best fit for all strategies. We find that the conditional third and fourth moments are significantly affected by changes in the current volatility of returns on hedge fund indices. We examine changes in the conditional probability of tail events and report significant changes in the probability of extreme events when the conditioning information changes. These results have important implications for models of hedge fund risk that rely on probability of tail events. We formally test for the presence of asymmetries in conditional correlations to determine if there is contagion between hedge funds and other investments and between various hedge fund indices in extreme down markets versus extreme up markets. We generally do not find strong evidence in support of asymmetric correlations. 相似文献
3.
Recent literature implies that despite being more diversified, fund of hedge funds (FOFs) are exposed to tail risk. We propose an explanation for this phenomenon; tail risk is a systematic risk factor for hedge funds, which by construction, explains the higher portion of the returns in the diversified portfolios. Our study suggests that not only an additional tail risk factor improves the explanatory power of the factor model, the relative importance of tail risk factor increases with the number of underlying hedge funds in an FOF portfolio. Furthermore, we demonstrate that FOFs with a short history, higher management fees, leverage and requiring shorter lockup periods are more sensitive to tail risk. 相似文献
4.
We develop a new factor selection methodology of spanning the space of hedge fund risk factors with all available exchange traded funds (ETFs). We demonstrate the efficacy of the methodology with out-of-sample individual hedge fund return replication by ETF clone portfolios. This is consistent with our interpretation of ETF returns as proxies to risk factors driving hedge fund returns. We further consider portfolios of “cloneable” and “noncloneable” hedge funds, defined as top and bottom in-sample R2 matches, and demonstrate that our ETF clone portfolios slightly outperform cloneable hedge funds out of sample. 相似文献
5.
We investigate the conditional performance of a sample of German equity mutual funds over the period from 1994 to 2003 using both the beta-pricing approach and the stochastic discount factor (SDF) framework. On average, mutual funds cannot generate excess returns relative to their benchmark that are large enough to cover their total expenses. Compared to unconditional alphas, fund performance sharply deteriorates when we measure conditional alphas. Given that stock returns are to some extent predictable based on publicly available information, conditional performance evaluation raises the benchmark for active fund managers because it gives them no credit for exploiting readily available information. Underperformance is more pronounced in the SDF framework than in beta-pricing models. The fund performance measures derived from alternative model specifications differ depending on the number of primitive assets taken to calibrate the SDF as well as the number of instrument variables used to scale assets and/or factors. 相似文献
6.
Abstract: This paper specifies a simulated convertible bond arbitrage portfolio to characterise the risks in convertible bond arbitrage. For comparison the risk profile of convertible bond arbitrage hedge fund indices at both monthly and daily frequencies is also examined. Results indicate that convertible bond arbitrage is positively related to default and term structure risk factors. These risk factors are augmented with the simulated convertible bond arbitrage portfolio, mimicking a passive investment in convertible bond arbitrage, to assess the risk and return of individual hedge funds. We provide estimates of the performance of two hedge fund indices (an equally weighted and value weighted index) and a sample of convertible bond arbitrage hedge funds using a factor model methodology. Lagged and contemporaneous observations of the risk factors are specified, controlling for illiquidity in the securities held by funds. Our results cover two time periods. Initially we find evidence of abnormal risk adjusted returns in the individual hedge fund data and the equally weighted hedge fund index and no evidence of abnormal risk adjusted returns in the value weighted hedge fund index. When we examine performance during the credit crisis of 2007 and 2008 we find evidence of negative abnormal returns amongst individual hedge funds and the hedge fund indices. 相似文献
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8.
We apply cointegration methodology to the New Zealand and Australian 90-day, three-year and 10-year debt and futures markets. We compare traditional methods of calculating hedge ratios with those computed by using univariate and multivariate error correction models. We use out-of-sample forecasting to determine which approach is the most effective. Contrary to recent research, our results show that univariate and multivariate error correction models do not outperform more traditional methods of constructing hedges. 相似文献
9.
Following a growing concern among investors about the quality of hedge fund index return data, this paper addresses the question of whether designing hedge fund indices that fulfil the usual requirements (in particular representative and investable) is or not a feasible task, given a variety of features that are specific to that industry. To test whether or not investability should necessarily come at the cost of representativity, we use a well‐known methodology in the asset pricing literature based on the concept of factor replicating portfolios. Our results suggest that it is actually possible to construct representative indices based on a limited number of funds that are open to new investments, except perhaps in the case of equity market neutral strategies, provided that: i) these funds are suitably selected and ii) a portfolio is constructed with the objective of replicating the common trend in hedge fund returns for a given strategy. A range of robustness tests are performed that show that high correlation of the factor replicating portfolios with the common factor of returns for each strategy is remarkably stable with respect to modifying the number of funds in the replicating portfolio or changing the frequency of rebalancing. 相似文献
10.
Hedge ratio stability is especially important because hedgers are likely to use the estimate of historical hedge ratios to hedge future positions of their portfolios. One main purpose of the present study is to examine hedge ratio stability during the Asian financial crisis and post‐crisis, periods characterized by high price volatility, using the Nikkei 225, Hang Seng, and KOSPI 200 index futures contracts. Empirical results from the Hang Seng and the KOSPI 200 futures markets indicate that during the two periods of high price volatility, hedge ratios appeared to be unstable. Additionally, both in‐sample and out‐of‐sample evidences indicate that, for hedging effectiveness, the time‐varying hedge ratios clearly outperform the constant hedge ratios for the Hang Seng and the KOSPI 200 index futures, consistent with the findings of hedge ratio instability. The comparison results of different time‐varying hedge ratios support the conclusion that the bivariate error correction generalized autoregressive conditional heteroskedastic (1,1) model enhances hedging effectiveness compared to other time‐varying hedge ratios. Finally, this study examines the impact of hedge duration on hedging effectiveness and hedge ratios. The empirical results indicate that hedging effectiveness improves with increasing hedge duration. 相似文献
11.
Accounting-based measures of a firm's ex post performance represent accessible, albeit imperfect, surrogates for its internal rate of return (IRR). Using a cross-sectional data set obtained via computer simulation, this study calculated the error with which the accounting rate of return (ARR) and conditional estimate of internal rate of return (CIRR) estimate IRR. The study compared the error with which both surrogates measure IRR, as well as the ability of growth in unit demand (gD), inventory cost flow assumption (INV) and depreciation method (DEP) to explain the measurement error in both surrogates. 相似文献
12.
This paper analyses the risk‐return trade‐off in the hedge fund industry. We compare semi‐deviation, value‐at‐risk (VaR), Expected Shortfall (ES) and Tail Risk (TR) with standard deviation at the individual fund level as well as the portfolio level. Using the Fama and French (1992) methodology and the combined live and defunct hedge fund data from TASS, we find that the left‐tail risk captured by Expected Shortfall (ES) and Tail Risk (TR) explains the cross‐sectional variation in hedge fund returns very well, while the other risk measures provide statistically insignificant or marginally significant results. During the period between January 1995 and December 2004, hedge funds with high ES outperform those with low ES by an annual return difference of 7%. We provide empirical evidence on the theoretical argument by Artzner et al. (1999) that ES is superior to VaR as a downside risk measure. We also find the Cornish‐Fisher (1937) expansion is superior to the nonparametric method in estimating ES and TR. 相似文献
13.
Raymond G. Batina 《International Tax and Public Finance》1998,5(3):263-281
We study the cointegration properties of data on aggregate output, five proxies for labor, two proxies for private capital, public capital, and disaggregated public capital for the United States for 1948–1993. We find evidence of multiple cointegrating vectors; we typically find three or four cointegrating vectors depending on which combination of proxies is evaluated. When public capital is disaggregated by type there is less evidence for cointegration. Finally, innovations in public capital have long lasting effects on output, labor, and private capital, and innovations to output, labor, and private capital also have long lasting effects on public capital. 相似文献
14.
The Dynamic Impact of Macro Shocks on Insurance Premiums 总被引:1,自引:0,他引:1
We develop a model that investigates the relation between insurance premiums and macroeconomic variables, including oil price,
interest rate, aggregate supply, and aggregate demand. We then use a multivariate structural vector error correction model
to distinguish the effects arising from permanent and transitory components of insurance premiums. Changes in the transitory
component indicate that our model captures key historical events. Although real shocks originating from oil price and aggregate
supply explain the behavior of insurance premiums well, we show that financial market shocks are the main driving force behind
the recent increasing volatility in insurance premiums in the U.S. market.
相似文献
Ying Sophie HuangEmail: |
15.
本文基于条件ECM模型,对中国原油价格与原油供给和需求以及影响供给和需求的国内生产总值和原油已探明储量的内生性或外生性进行检验。结果表明,原油价格具有弱外生性、强外生性的特点,已经成为中国经济体系的外生变量;中国原油价格脱离国内供求关系,没有完全反映中国自身原油资源稀缺程度。中国势必要推进原油定价机制的转型,为夺取定价权提供基础。 相似文献
16.
本文回顾了Sharpe(1992)的资产因子回归模型,并用于分析我国的封闭式基金的投资风格。研究发现,样本基金中实际投资风格偏离了宣称的投资风格,同一个基金投资风格前后不一致,而且样本基金存在着投资风格趋同的现象。而且通过动态的视角,说明了该模型被忽略的价值。 相似文献
17.
通过建立财产险保费增长的自回归分布滞后模型,使用Engle-Granger两步法对1980—2010年我国产险保费增长进行实证研究。研究结果表明,我国财产险保费与GDP之间存在着协整关系,自回归分布滞后模型比经典回归模型具有更好的拟合效果和预测能力。 相似文献
18.
我国铝期货与现货价格均衡关系实证研究 总被引:1,自引:0,他引:1
期货市场与现货市场是一对关联程度非常高的市场,本文以上海期货交易所铝期货和现货为例,利用协整检验、误差修正模型等方法,得到了我国铝期货市场与现货市场长期均衡关系和短期动态关联关系,表明我国铝期货市场已基本具备市场价格发现功能,并形成了价格自我约束机制。 相似文献
19.
盛红升 《内蒙古财经学院学报》2012,(4):74-80
当前,青年就业问题已成为我国劳动力市场的重点和难点问题,本文分析了当前就业压力过大的成因,在研究内蒙古自治区青年群体就业的现状后,找出了影响就业的各种因素,建立了影响就业的指标体系,并运用逐步回归法从中提取主要的影响因素进行实证分析。另外从三大产业对就业的影响入手,从而寻求解决问题的突破口,提出相关的解决内蒙古青年就业的一些建议。 相似文献
20.
Erik Theissen 《European Journal of Finance》2013,19(10):969-987
We reconsider the issue of price discovery in spot and futures markets. We use a threshold error correction model to allow for arbitrage opportunities to have an impact on the return dynamics. We estimate the model using quote midpoints, and we modify the model to account for time-varying transaction costs. We find that (a) the futures market leads in the process of price discovery and (b) the presence of arbitrage opportunities has a strong impact on the dynamics of the price discovery process. 相似文献