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Applications of nonlinear stochastic discount factors in performance analysis and tail riskArdison, Kym Marcel Martins 12 April 2018 (has links)
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Previous issue date: 2018-04-12 / We propose a new class of performance measures for Hedge Fund (HF) returns based on a family of empirically identi able stochastic discount factors (SDFs). These SDF-based measures incorporate no-arbitrage pricing restrictions and naturally embed information about higher-order mixed moments between HF and benchmark
factors returns. We provide full asymptotic theory for our SDF estimators that allows us to test for the statistical signi cance of each fund's performance and for the relevance of individual benchmark factors in identifying each proposed measure. Empirically, we apply our methodology to a large panel of individual hedge fund returns, revealing sizable di erences across performance measures implied by
di erent exposures to higher-order mixed moments. Moreover, when we compare SDF-based measures to the traditional linear regression approach (Jensen's alpha), our measures identify a signi cantly smaller fraction of funds in the cross-section of HFs with statistically signi cant performances
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Performance of female hedge fund managersGarvert, Stacie January 1900 (has links)
Master of Agribusiness / Department of Agricultural Economics / Allen M. Featherstone / It is often argued that women have a tendency to be more risk averse than men. This thesis looks deeper into this sophisticated relationship between women, men and money, and investigates the gender differences among U.S. hedge fund managers. Prior research has considered the relationship between mutual fund performance and fund manager characteristics focusing on age, tenure, and level of education.
However, none of these previous studies have looked in depth at the hedge fund arena. I hypothesize that female fund managers take less risk and follow less extreme investment styles that remain more constant over time. This suggests that less trading by female managers takes place with lower portfolio turnover, and results in superior net returns. I expected female money managers to be less overconfident and therefore would then trade less. Despite the similarities between female and male managers, I found evidence supporting my hypothesis that gender does indeed influence the decision making process for both investors and the hedge fund management companies.
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Fundamentální akciová analýza vybraných společností těžících zlato / Fundamental Share Analysis of Selected Gold Mining CompaniesVrľáková, Dominika January 2017 (has links)
The diploma thesis deals with fundamental share analyss in order to propose a variant of investing in shares of selected gold mining companies. The subject is macroeconomic analysis of the environment in which selected gold mining companies operate, gold industry analysis and company analysis comprising evaluation of the development of corporate indicators and their issued shares. On the basis of these analyzes ind inter-company comparison, the most profitable options will be proposed to the management of the hedge fund.
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Hedge fund strategies on the Swedish market- Absolute return despite market fluctuation? / Hedgefondstrategier på den svenska marknaden- Absolut avkastning oavsett marknadens variation?Christian Strömbäck, Christian January 2013 (has links)
An alternative form of investing that has grown steadily during turbulent economic conditions is the decision to invest in Hedge funds. Hedge funds differ from mutual funds by achieving absolute returns, meaning that the funds use complex investment strategies in order to achieve positive returns regardless of the performance of the stock market. The hedge fund market has grown significantly since the mid-1990s in the Nordic countries. Sweden has dominated the hedge fund scene in terms of pure numbers and is also in a dominant position in terms of hedge fund assets under management. Despite this growth, Swedish investors generally have a lack of knowledge about hedge funds as an alternative form of investment, which makes it difficult to assess its advantages and drawbacks. The purpose of the report is to study what hedge fund strategies on the Swedish market are able to generate absolute return over a given period. The purpose is also to compare the performance of the hedge fund strategies with the performance of the Swedish stock market over the given period. The strategies have been compared with the Swedish Stock Market Index SIXRX which reflects the performance of the Stockholm Stock Exchange, adjusted for dividends. The results show that all the hedge fund strategies had a lower volatility and generated a higher return relative to risk compared to the Stockholm Stock Exchange, over the given period. However, only three out of five hedge fund strategies managed to generate absolute return over the total period. / Ett investeringsalternativ som har vuxit sig starkare under turbulenta ekonomiska förhållanden är möjligheten att investera i hedgefonder. Hedgefonder skiljer sig från traditionellt förvaltade fonder genom möjligheten att utvinna s.k. absolut avkastning. Detta innebär att fonden använder komplexa investeringsstrategier i syfte att generera en positiv avkastning oberoende av aktiemarknadens utveckling. Hedgefonder har sedan mitten av 1990- talet vuxit sig allt starkare bland nordiska länder och Sverige är idag det land i Norden som dominerar avseende både antalet hedgefonder och förvaltat hedgefondkapital. Trots denna tillväxt har svenska investerare generellt sett låg kännedom om hedgefonder som placeringsalternativ, vilket gör det svårt att bedöma dess för- och nackdelar. Rapportens syfte är att undersöka vilka hedgefondstrategier på den svenska marknaden som klarar att generera absolut avkastning över en bestämd tidsperiod. Syftet är även att under samma period jämföra hedgefondstrategiernas utveckling med den svenska aktiemarknadens utveckling som helhet. Jämförelsen har gjorts med det svenska aktieindexet SIXRX som speglar Stockholmsbörsens utveckling, justerat för aktieutdelningar. Slutresultatet visar att samtliga hedgefondstrategier hade en lägre volatilitet samt genererade en högre avkastning i förhållande till risk jämfört med Stockholmsbörsen som helhet, under vald tidsperiod. Endast tre av fem strategier klarade dock att generera en absolut avkastning under tidsperiodens samtliga år.
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Mathematical Analysis of Peformance Fees with High-Water Mark / Matematisk analys av fonder medresultatbaserade avgifterVIKTORKarlström, Viktor January 2013 (has links)
Abstract Purpose – The purpose of this thesis is to give the investors a better understanding on how to interpret the costs of funds with performance fee with high-water mark and give some guidelines when comparing funds with different fee structures, i.e. mutual funds and hedge funds. Mathematical approaches – Two mathematical approaches are used in the study. The first approach is to describe the high-water mark contract as a partial differential equation, which has the characteristics of Black-Scholes equation. The second approach is to numerically simulate the evolution of a fund’s value. During the development of the fund’s value the cost of the fees are calculated and discounted. Findings – It is found that the expected cost of the performance fee with high-water mark, vary a lot. An example is when the volatility increases the expected cost of performance fee drastically raises while the management fee is unchanged. Another interesting finding is that the order of when the fees’ are charged affects the expected cost of the performance fee. Conclusion – The guidelines for the investor is to invest in a fund with a performance fee in low volatile markets and a fund with just the management fee in high volatile markets. Another impact is the time step which the high-water mark level is controlled. The investor wants these controls as infrequently as possible. If the controls are done at a daily basis the expected cost of the performance fee is higher than in a monthly control. It is also concluded that the Normanbelopp of a fund with a performance fee should not be trusted. Key-words:
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Monstrous reanimation: Rethinking organizational death in the UK financial services sectorKelly, Simon, Riach, K. January 2014 (has links)
No / This article presents a new perspective for analysing organizational death through the concept of reanimation. Mobilizing recent discussions of the monstrous in organization theory, we draw on the figure of the reanimated monster to analyse an apparent case of organizational dying in the UK financial services sector. Through this, we explore how organizations may neither live nor die, but instead constitute a continual process of reanimation in which organizational spaces and the materials, bodies and narratives surrounding them are recycled, reintegrated and reused to maintain the appearance of the immortal organization. However, reanimation is not merely the clean and efficient synthesis of old and new. There is an unsettling consequence to living and working within the reanimated organization and it is here that the article considers the value of the monstrous for challenging and rethinking established categories of continuity, change, death, life and loss in contemporary working life.
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Analýza vývoje regulace hedgeových fondů / Analysis of the development of the hedge fund regulationGalíková, Kateřina January 2011 (has links)
The aim of this diploma thesis is to assess the post-crisis development of the hedge fund regulation both in the EU and in the United States as well as to outline the regulátory trends in this area. The fist part of the thesis is dedicated to the explanation of the term hedge fund by comparing it with a mutual fund, venture capital fund and a private equity fund. In the second part of the thesis I captured an overview of hedge fund strategies and their classification. The third chapter deals with various possible regulatory approaches including their impact. In this part I also describe in detail the development of the hedge fund regulation in the United States since the thirties of the last centure up to now. Part of the thesis dedicated to the EU focuses on understanding the requirements set by Alternative Investment Fund Directive and its implementation in the individual national legislations. Finally, a comparison of the individual requirements is provided and supplemented with my own findings.
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Do hedge funds yield greater risk-adjusted rate of returns than mutual funds?A quantitative study comparing hedge funds to mutual funds and hedge fund strategies / Avkastar hedgefonder högre risk-justerade avkastningar än aktiefonder?En kvantitativ studie som jämför hedgefonder med aktiefonder och investeringsstrategierBörjesson, Oscar, HaQ, Sebastian Rezwanul January 2014 (has links)
In recent times, the popularity of hedge funds has undoubtedly increased. There are shared opinions on whether hedge funds generate absolute rates of returns and whether they provide a strong alternative investment to mutual funds. This thesis aims to examine whether hedge funds with different investment strategies create absolute returns and if certain investment strategies outperform others. This thesis compares hedge funds risk-adjusted rate of return towards mutual funds, such as mutual funds, to see if certain investment strategies are more lucrative than the corresponding investments in terms of excess returns to corresponding indices. An econometric approach was applied to search for significant differences in risk-adjusted returns of hedge funds in contrast to mutual funds. Our results show that Swedish hedge funds do not generate as high risk-adjusted returns as Swedish mutual funds. In regard to the best performing hedge fund strategy, the results are inconclusive. Also, we do not find any evidence that hedge funds violate the effective market hypothesis. / Hedgefonder har den senaste tiden ökat i popularitet. Samtidigt finns det delade meningar huruvida hedgefonder genererar absolutavkastning och om de fungerar som bra alternativ till traditionella fonder. Denna uppsats syftar till att undersöka huruvida hedgefonder skapar absolutavkastning samt om det finns investeringsstrategier som presterar bättre än andra. Denna uppsats jämför hedgefonders riskjusterade avkastning med traditionella fonder, för att på sätt se om en viss investeringsstrategi ar mer lukrativ i termer av överavkastning i förhållande till motsvarande index. Vi har använt ekonometriska metoder för att söka efter statistiskt signifikanta skillnader mellan avkastningen för hedgefonder och traditionella fonder. Våra resultat visar att svenska hedgefonder inte genererar högre risk-justerade avkastningar än svenska aktiefonder. Våra resultat visar inga signifikanta skillnader vad gäller avkastning mellan olika strategier. Slutligen finner vi heller inga bevis för att hedgefonder går emot den effektiva marknadshypotesen
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Evaluating novel hedge fund performance measures under different economic conditions / Francois van DykVan Dyk, Francois January 2014 (has links)
Performance measurement is an integral part of investment analysis and risk management. Investment performance comprises two primary elements, namely; risk and return. The measurement of return is more straightforward compared with the measurement of risk: the latter is stochastic and thus requires more complex computation. Risk and return should, however, not be considered in isolation by investors as these elements are interlinked according to modern portfolio theory (MPT). The assembly of risk and return into a risk-adjusted number is an essential responsibility of performance measurement as it is meaningless to compare funds with dissimilar expected returns and risks by focusing solely on total return values.
Since the advent of MPT performance evaluation has been conducted within the risk-return or mean-variance framework. Traditional, liner performance measures, such as the Sharpe ratio, do, however, have their drawbacks despite their widespread use and copious interpretations.
The first problem explores the characterisation of hedge fund returns which lead to standard methods of assessing the risks and rewards of these funds being misleading and inappropriate. Volatility measures such as the Sharpe ratio, which are based on mean-variance theory, are generally unsuitable for dealing with asymmetric return distributions. The distribution of hedge fund returns deviates significantly from normality consequentially rendering volatility measures ill-suited for hedge fund returns due to not incorporating higher order moments of the returns distribution. Investors, nevertheless, rely on traditional performance measures to evaluate the risk-adjusted performance of (these) investments. Also, these traditional risk-adjusted performance measures were developed specifically for traditional investments (i.e. non-dynamic and or linear investments). Hedge funds also embrace a variety of strategies, styles and securities, all of which emphasises the necessity for risk management measures and techniques designed specifically for these dynamic funds.
The second problem recognises that traditional risk-adjusted performance measures are not complete as they do not implicitly include or measure all components of risk. These traditional performance measures can therefore be considered one dimensional as each measure includes only a particular component or type of risk and leaves other risk components or dimensions untouched. Dynamic, sophisticated investments – such as those pursued by hedge funds – are often characterised by multi-risk dimensionality. The different risk types to which hedge funds are exposed substantiates the fact that volatility does not capture all inherent hedge fund risk factors. Also, no single existing measure captures the entire spectrum of risks. Therefore, traditional risk measurement methods must be modified, or performance measures that consider the components (factors) of risk left untouched (unconsidered) by the traditional performance measures should be considered alongside traditional performance appraisal measures.
Moreover, the 2007-9 global financial crisis also set off an essential debate of whether risks are being measured appropriately and, in-turn, the re-evaluation of risk analysis methods and techniques.
The need to continuously augment existing and devise new techniques to measure financial risk are paramount given the continuous development and ever-increasing sophistication of financial markets and the hedge fund industry. This thesis explores the named problems facing modern financial risk management in a hedge fund portfolio context through three objectives.
The aim of this thesis is to critically evaluate whether the novel performance measures included provide investors with additional information, to traditional performance measures, when making hedge fund investment decisions. The Sharpe ratio is taken as the primary representative of traditional performance measures given its widespread use and also for being the hedge fund industry’s performance metric of choice. The objectives have been accomplished through the modification, altered use or alternative application of existing risk assessment techniques and through the development of new techniques, when traditional or older techniques proved to be inadequate. / PhD (Risk Management), North-West University, Potchefstroom Campus, 2014
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Evaluating novel hedge fund performance measures under different economic conditions / Francois van DykVan Dyk, Francois January 2014 (has links)
Performance measurement is an integral part of investment analysis and risk management. Investment performance comprises two primary elements, namely; risk and return. The measurement of return is more straightforward compared with the measurement of risk: the latter is stochastic and thus requires more complex computation. Risk and return should, however, not be considered in isolation by investors as these elements are interlinked according to modern portfolio theory (MPT). The assembly of risk and return into a risk-adjusted number is an essential responsibility of performance measurement as it is meaningless to compare funds with dissimilar expected returns and risks by focusing solely on total return values.
Since the advent of MPT performance evaluation has been conducted within the risk-return or mean-variance framework. Traditional, liner performance measures, such as the Sharpe ratio, do, however, have their drawbacks despite their widespread use and copious interpretations.
The first problem explores the characterisation of hedge fund returns which lead to standard methods of assessing the risks and rewards of these funds being misleading and inappropriate. Volatility measures such as the Sharpe ratio, which are based on mean-variance theory, are generally unsuitable for dealing with asymmetric return distributions. The distribution of hedge fund returns deviates significantly from normality consequentially rendering volatility measures ill-suited for hedge fund returns due to not incorporating higher order moments of the returns distribution. Investors, nevertheless, rely on traditional performance measures to evaluate the risk-adjusted performance of (these) investments. Also, these traditional risk-adjusted performance measures were developed specifically for traditional investments (i.e. non-dynamic and or linear investments). Hedge funds also embrace a variety of strategies, styles and securities, all of which emphasises the necessity for risk management measures and techniques designed specifically for these dynamic funds.
The second problem recognises that traditional risk-adjusted performance measures are not complete as they do not implicitly include or measure all components of risk. These traditional performance measures can therefore be considered one dimensional as each measure includes only a particular component or type of risk and leaves other risk components or dimensions untouched. Dynamic, sophisticated investments – such as those pursued by hedge funds – are often characterised by multi-risk dimensionality. The different risk types to which hedge funds are exposed substantiates the fact that volatility does not capture all inherent hedge fund risk factors. Also, no single existing measure captures the entire spectrum of risks. Therefore, traditional risk measurement methods must be modified, or performance measures that consider the components (factors) of risk left untouched (unconsidered) by the traditional performance measures should be considered alongside traditional performance appraisal measures.
Moreover, the 2007-9 global financial crisis also set off an essential debate of whether risks are being measured appropriately and, in-turn, the re-evaluation of risk analysis methods and techniques.
The need to continuously augment existing and devise new techniques to measure financial risk are paramount given the continuous development and ever-increasing sophistication of financial markets and the hedge fund industry. This thesis explores the named problems facing modern financial risk management in a hedge fund portfolio context through three objectives.
The aim of this thesis is to critically evaluate whether the novel performance measures included provide investors with additional information, to traditional performance measures, when making hedge fund investment decisions. The Sharpe ratio is taken as the primary representative of traditional performance measures given its widespread use and also for being the hedge fund industry’s performance metric of choice. The objectives have been accomplished through the modification, altered use or alternative application of existing risk assessment techniques and through the development of new techniques, when traditional or older techniques proved to be inadequate. / PhD (Risk Management), North-West University, Potchefstroom Campus, 2014
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