Paper: arXiv 2310.19023

Abstract

Hedge fund managers with the first-loss scheme charge a management fee, a performance fee and guarantee to cover a certain amount of investors’ potential losses. We study how parties can choose a mutually preferred first-loss scheme in a hedge fund with the manager’s first-loss deposit and investors’ assets segregated. For that, we solve the manager’s non-concave utility maximization problem, calculate Pareto optimal first-loss schemes and maximize a decision criterion on this set. The traditional 2% management and 20% performance fees are found to be not Pareto optimal, neither are common first-loss fee arrangements. The preferred first-loss coverage guarantee is increasing as the investor’s risk-aversion or the interest rate increases. It decreases as the manager’s risk-aversion or the market price of risk increases. The more risk averse the investor or the higher the interest rate, the larger is the preferred performance fee. The preferred fee schemes significantly decrease the fund’s volatility.

Complexity vs Empirical Score

  • Math Complexity: 8.5/10
  • Empirical Rigor: 2.0/10
  • Quadrant: Lab Rats — theoretically deep, empirically untested

Why this score: The paper is mathematically dense, employing advanced concepts like non-concave utility maximization, concavification techniques, and Pareto optimization, requiring significant theoretical derivation. Empirically, it relies on numerical simulations and theoretical modeling rather than backtesting with real market data or discussing implementation details like slippage or latency.

Research Flowchart

  flowchart TD
  A["Research Goal<br>Find Optimal Fee Schemes<br>in Hedge Funds"] --> B["Methodology<br>Utility Maximization Framework"]
  B --> C["Inputs<br>• Manager/Investor Risk Aversion<br>• Market Price of Risk<br>• Interest Rate"]
  C --> D["Computation<br>1. Solve Non-Concave Utility Problem<br>2. Calculate Pareto Optimal Schemes<br>3. Maximize Decision Criteria"]
  D --> E["Key Findings<br>• Traditional 2%/20% Fees Not Optimal<br>• Preferred Coverage Increases with Investor Risk Aversion/Interest Rate<br>• Preferred Coverage Decreases with Manager Risk Aversion/Market Price of Risk<br>• Preferred Performance Fee Increases with Investor Risk Aversion/Interest Rate<br>• New Schemes Significantly Reduce Fund Volatility"]

Cited References (238)

  1. Less is more: Increasing retirement gains by using an upside terminal wealth constraint (2015) — link
  2. High-Water Marks and Hedge Fund Management Contracts (2003) — link
  3. Robust reinsurance contract with asymmetric information in a stochastic Stackelberg differential game (2022)
  4. Optimal excess-of-loss reinsurance contract with ambiguity aversion in the principal-agent model (2020)
  5. Optimal reinsurance and investment problem for an insurer and a reinsurer with jump-diffusion risk process under the Heston model (2016)
  6. Robust Stochastic Stackelberg Differential Reinsurance and Investment Games for an Insurer and a Reinsurer with Delay (2022)
  7. A hybrid stochastic differential reinsurance and investment game with bounded memory (2022) — link
  8. A stochastic Stackelberg differential reinsurance and investment game with delay in a defaultable market (2021)
and 230 more
  1. Mixed dynamic and static risk-minimization with an application to survivor swaps (2011)
  2. Worst-case-optimal dynamic reinsurance for large claims (2012)
  3. Utility maximization with a given pricing measure when the utility is not necessarily concave (2013) — link
  4. The core of an economy with nonconvex preferences (1963)
  5. A variational problem arising in economics (1965) — link
  6. Optimal investment and premium policies under risk shifting and solvency regulation (2015) — link
  7. Dynamic programming and stochastic control processes (1958) — link
  8. Portfolio Optimization with Stochastic Volatilities and Constraints: An Application in High Dimension (2007) — link
  9. Smooth Solutions to Optimal Investment Models with Stochastic Volatilities and Portfolio Constraints (2002) — link
  10. The Implicit Function Theorem (2003)
  11. Intermediate Calculus (1985) — link
  12. Basic Elements of Real Analysis (1998) — link
  13. Probability: Theory and Examples (2019)
  14. Nichtlineare Optimierung (2012)
  15. Optimal Portfolios (1997) — link
  16. Convex Analysis (1972)
  17. Does option compensation increase managerial risk appetite ? (2000) — link
  18. Risk Aversion in the Small and in the Large (1964)
  19. Essays in the Theory of Risk-Bearing (1970)
  20. Dynamic Programming (1957)
  21. Continuous-Time Finance (1992)
  22. Mathematical methods and models for economists (2000)
  23. Value-at-Risk-Based Risk Management: Optimal Policies and Asset Prices (2001) — link
  24. Optimal Portfolio Choice under Loss Aversion (2004) — link
  25. Martingale and duality methods for utility maximization in an incomplete market (1991) — link
  26. Optimal portfolio and consumption decisions for a small ‘‘investor’’ on a finite horizon (1987) — link
  27. Optimal consumption and portfolio policies when asset prices follow a diffusion process (1989) — link
  28. Lecture notes in Investment Strategies (2013)
  29. Lecture notes in Portfolio Analysis (2016)
  30. Optimal investment in hedge funds under loss aversion (2017) — link
  31. The incentives of hedge fund fees and high-water marks (2016) — link
  32. Incentive Contracts and Hedge Fund Management (2007) — link
  33. Risk aversion and incentive effects (2002) — link
  34. Portfolio optimization under convex incentive schemes (2014) — link
  35. Pricing Shared-Loss Hedge Fund Fee Structures (2016) — link
  36. Profit sharing in hedge funds (2018) — link
  37. Methods of mathematical finance (2016) — link
  38. Non-concave utility maximization: optimal investment, stability and applications (2012)
  39. Optimal portfolio under state-dependent expected utility (2018) — link
  40. Optimal portfolio delegation when parties have different coefficients of risk aversion (2005) — link
  41. A benchmarking approach to optimal asset allocation for insurers and pension funds (2010) — link
  42. Optimal asset allocation with fixed-term securities (2016) — link
  43. Risk Management with Benchmarking (2006) — link
  44. Minimum return guarantees, investment caps, and investment flexibility (2016) — link
  45. Optimal Asset Allocation and Risk Shifting in Money Management (2007) — link
  46. Portfolio management with constraints (2007) — link
  47. Optimal portfolios with a positive lower bound on final wealth (2005) — link
  48. Optimal investment with minimum performance constraints (2001) — link
  49. A Dynamic Programming Approach to Constrained Portfolios (2013) — link
  50. Evaluating the Financial Performance of Pension Funds (2010) — link
  51. Reinsurance: Actuarial and Statistical Aspects (2017) — link
  52. Investment policies and reinsurance for pension funds (1985) — link
  53. Optimal management of DC pension plan under loss aversion and Value-at-Risk constraints (2016) — link
  54. Paying for Minimum Interest Rate Guarantees: Who Should Compensate Who? (2001) — link
  55. Asset allocation under loss aversion and minimum performance constraint in a DC pension plan with inflation risk (2017) — link
  56. Guarantee valuation in notional defined contribution pension systems (2016) — link
  57. The role of guarantees in defined contribution pensions (2011) — link
  58. Optimal design of the guarantee for defined contribution funds (2004) — link
  59. Optimal investment strategies and performance sharing rules for pension schemes with minimum guarantee (2011) — link
  60. Optimal management under stochastic interest rates: the case of a protected defined contribution pension fund (2001) — link
  61. Optimal investment strategies for participating contracts (2017) — link
  62. Funding Life Insurance Contracts with Guarantees: How Can We Optimally Respond to the Policyholder’s Needs? (2017)
  63. Nonconcave Optimal Investment with Value-at-Risk Constraint: An Application to Life Insurance Contracts (2020) — link
  64. Exotic Unit-Linked Life Insurance Contracts (1996) — link
  65. Optimal design of equity-linked products with a probabilistic constraint (2009) — link
  66. The design of equity-indexed annuities (2008) — link
  67. The Representation of Functionals of Brownian Motion by Stochastic Integrals (1970) — link
  68. Optimal portfolio strategies benchmarking the stock market (2006) — link
  69. Portfolio optimization with downside constraints (2006) — link
  70. Constrained nonsmooth utility maximization on the positive real line (2015) — link
  71. O ptimal C ontrol of D C P ension P lan M anagement under T wo I ncentive S chemes (2019) — link
  72. Optimal dynamic excess-of-loss reinsurance and multidimensional portfolio selection (2010) — link
  73. On reinsurance and investment for large insurance portfolios (2008) — link
  74. Optimal control of excess-of-loss reinsurance and investment for insurers under a CEV model (2012) — link
  75. Optimal proportional reinsurance and investment in a stock market with Ornstein–Uhlenbeck process (2011) — link
  76. Optimal reinsurance–investment problem for maximizing the product of the insurer’s and the reinsurer’s utilities under a CEV model (2014) — link
  77. Optimal investment strategies: A short survey of classical and recent results (2006)
  78. Constant proportion portfolio insurance in defined contribution pension plan management (2018) — link
  79. Constant proportion portfolio insurance in defined contribution pension plan management under discrete-time trading (2018) — link
  80. Dynamic hybrid products with guarantees—An optimal portfolio framework (2019) — link
  81. Optimal consumption, investment and life insurance with surrender option guarantee (2015) — link
  82. Optimal consumption and investment decisions under time-varying preferences (2018)
  83. Strategic Asset Allocation in Money Management (2014) — link
  84. Convex Duality in Constrained Portfolio Optimization (1992) — link
  85. Optimal investment with S-shaped utility and trading and Value at Risk constraints: An application to defined contribution pension plan (2020) — link
  86. A Stackelberg Game of Backward Stochastic Differential Equations with Applications (2019) — link
  87. O n a new paradigm of optimal reinsurance: a stochastic S tackelberg differential game between an insurer and a reinsurer (2018) — link
  88. Stochastic differential portfolio games for an insurer in a jump-diffusion risk process (2012) — link
  89. A Leader-Follower Stochastic Linear Quadratic Differential Game (2002) — link
  90. A leader-follower stochastic linear quadratic differential game with time delay (2018) — link
  91. S tochastic differential games between two insurers with generalized mean-variance premium principle (2018) — link
  92. A class of non-zero-sum stochastic differential investment and reinsurance games (2014) — link
  93. Stackelberg Equilibrium Premium Strategies for Push-Pull Competition in a Non-Life Insurance Market with Product Differentiation (2019) — link
  94. The Maximum Principle for Global Solutions of Stochastic Stackelberg Differential Games (2015) — link
  95. Maximum Principles for Optimal Control of Forward-Backward Stochastic Differential Equations with Jumps (2010) — link
  96. Optimal investment under VaR-Regulation and Minimum Insurance (2018) — link
  97. Risk management with multiple VaR constraints (2018) — link
  98. A utility-based comparison of pension funds and life insurance companies under regulatory constraints (2011) — link
  99. Accurate and Robust Numerical Methods for the Dynamic Portfolio Management Problem (2017) — link
  100. The Cross-Section of Managerial Ability, Incentives, and Risk Preferences (2014) — link
  101. Solving Consumption and Portfolio Choice Problems: The State Variable Decomposition Method (2010) — link
  102. The evolution of insurer portfolio investment strategies for long-term investing (2016) — link
  103. The relaxed investor and parameter uncertainty (2001) — link
  104. Optimal control of option portfolios and applications (1999) — link
  105. The costs of suboptimal dynamic asset allocation: General results and applications to interest rate risk, stock volatility risk, and growth/value tilts (2012) — link
  106. Constrained non-concave utility maximization: An application to life insurance contracts with guarantees (2019) — link
  107. Optimum consumption and portfolio rules in a continuous-time model (1971) — link
  108. Portfolio optimization under S olvency II (2019) — link
  109. Consumption and investment under constraints (1994) — link
  110. Optimal investment of DC pension plan under short-selling constraints and portfolio insurance (2019) — link
  111. Smooth Value Functions for a Class of Nonsmooth Utility Maximization Problems (2011)
  112. Extreme Events in Finance (2016)
  113. Volker Paper (2017)
  114. Portfolio Benchmarking Under Drawdown Constraint and Stochastic Sharpe Ratio (2018) — link
  115. Worst-Case Approach to Strategic Optimal Portfolio Selection Under Transaction Costs and Trading Limits (2015) — link
  116. The numeraire portfolio: a new perspective on financial theory (1997) — link
  117. A general equilibrium model of portfolio insurance (1995)
  118. Post-‘87 crash fears in the S & P 500 futures option market (2000) — link
  119. Robust multivariate portfolio choice with stochastic covariance in the presence of ambiguity (2018) — link
  120. Portfolio Insurance Strategies: OBPI versus CPPI (2005) — link
  121. Portfolio Insurance: The Extreme Value Approach Applied to the CPPI Method: 18 (2016) — link
  122. Arbitrage theory in continuous time (2009) — link
  123. Simplifying portfolio insurance (1987) — link
  124. Expected performance and risks of various portfolio insurance strategies (2018)
  125. Correlation Risk and Optimal Portfolio Choice (2010) — link
  126. Incentives and Endogenous Risk Taking: A Structural View on Hedge Fund Alphas (2014)
  127. Financial mathematics: A comprehensive treatment (2014)
  128. Mean–variance hedging and optimal investment in H eston’s model with correlation (2008)
  129. Dynamic Consumption and Portfolio Choice with Stochastic Volatility in Incomplete Markets (2005) — link
  130. Dynamic proportion portfolio insurance using genetic programming with principal component analysis (2008) — link
  131. Dynamic Asset Allocation (2017)
  132. Financial modelling with jump processes (2004) — link
  133. Constant proportion portfolio insurance in the presence of jumps in asset prices (2009) — link
  134. The valuation of options for alternative stochastic processes (1976) — link
  135. Optimal hedging and equilibrium in a dynamic futures market (1990)
  136. Risk appetite and endogenous risk (2010)
  137. Robust portfolio choice with derivative trading under stochastic volatility (2015) — link
  138. HARA utility maximization in a Markov-switching bond–stock market (2017) — link
  139. Theory of constant proportion portfolio insurance (1992) — link
  140. Robust portfolio choice with stochastic interest rates (2014) — link
  141. Expected stock returns and volatility (1987) — link
  142. Risk Management of CPPI Funds in Switching Regime Markets (2011)
  143. Equity portfolio insurance against a benchmark: Setting, replication and optimality (2014) — link
  144. Martingales and arbitrage in multiperiod securities markets (1979) — link
  145. A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options (1993) — link
  146. A new choice of dynamic asset management: the variable proportion portfolio insurance (2008) — link
  147. Portfolio insurance and prospect theory investors: Popularity and optimal design of capital protected financial products: rand (2011) — link
  148. Optimization methods in portfolio management and option hedging (2008)
  149. Performance evaluation of portfolio insurance strategies using stochastic dominance criteria (2009) — link
  150. Ambiguity and optimal portfolio choice with Value-at-Risk constraint (2016) — link
  151. Portfolio Optimisation with a Value at Risk Constraint in the Presence of Unhedgeable Risks (2009) — link
  152. First European Congress of Mathematics Paris, July 6-10, 1992: Vol. II: Invited Lectures (Part 2) (1994) — link
  153. Introduction to Option Pricing Theory (2000) — link
  154. Utility Maximization In Affine Stochastic Volatility Model (2010) — link
  155. Dynamic Nonmyopic Portfolio Behavior (1996) — link
  156. Optimal portfolios and H eston’s stochastic volatility model: an explicit solution for power utility (2005) — link
  157. Dynamic derivative strategies (2003) — link
  158. Portfolio Selection in Stochastic Environments (2007) — link
  159. Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case (1969) — link
  160. Stochastic Control~Problems, Viscocity Solutions, and Applications to Finance (2002)
  161. Alternative models for conditional stock volatility (1990) — link
  162. Recent developments in portfolio insurance (2008)
  163. The jump-risk premia implicit in options: evidence from an integrated time-series study (2002) — link
  164. Constant Proportion Portfolio Insurance (1986)
  165. Omega performance measure and portfolio insurance (2011) — link
  166. A stochastic calculus model of continuous trading: optimal portfolios (1986)
  167. CPPI with Cushion Insurance (2005)
  168. Contingent Claims and Market Completeness in a Stochastic Volatility Model (1997) — link
  169. Short-horizon regulation for long-term investors (2012) — link
  170. Stochastic Calculus and Financial Applications (2001) — link
  171. Infinite Dimensional Analysis: A Hitchhiker’s Guide (2006) — link
  172. Stock Price Distributions with Stochastic Volatility: An Analytic Approach (1991) — link
  173. Modeling stochastic volatility: A review and comparative study (1994)
  174. Portfolio and Consumption Decisions under Mean-Reverting Returns: An Exact Solution for Complete Markets (2002) — link
  175. Option values under stochastic volatility: Theory and empirical estimates (1987)
  176. Robust optimal control for an insurer with reinsurance and investment under H eston’s stochastic volatility model (2013) — link
  177. Optimal portfolios with regime switching and value-at-risk constraint (2010) — link
  178. Stochastic dominance of portfolio insurance strategies (2011) — link
  179. A solution approach to valuation with unhedgeable risks (2001) — link
  180. A stochastic volatility model and optimal portfolio selection (2013) — link
  181. Portfolio Selection and Dynamic Behavior in Heston’s Stochastic Volatility Model Using a Contingent Claim (2017) — link
  182. Continuous-Time Mean-Variance Portfolio Selection: A Stochastic LQ Framework (2000) — link
  183. Dynamic mean–VaR portfolio selection in continuous time (2017) — link
  184. Dynamic Asset Allocation And Consumption Choice In Incomplete Markets (2005) — link
  185. Portfolio Optimization with Risk Constraints (2005)
  186. Portfolio Optimization with Risk Constraints in the View of Stochastic Interest Rates (2017)
  187. Optimal fees in hedge funds with first-loss compensatino using non-concave utility maximization (2018)
  188. The Asymptotic Elasticity of Utility Functions and Optimal Investment in Incomplete Markets (1999) — link
  189. Consumption and portfolio policies with incomplete markets and short-sale constraints: The infinite dimensional case (1991) — link
  190. Robust utility maximization with limited downside risk in incomplete markets (2007) — link
  191. A Simulation Approach to Dynamic Portfolio Choice with an Application to Learning About Return Predictability (2005) — link
  192. Optimum Consumption and Portfolio Rules in a Continuous-Time Model**I would like to thank P. A. Samuelson, R. M. Solow, P. A. Diamond, J. A. Mirrlees, J. A. Flemming, and D. T. Scheffman for their helpful discussions. Of course, all errors are mine. Aid from the National Science Foundation is gratefully acknowledged. An earlier version of the paper was presented at the second World Congress of the Econometric Society, Cambridge, England (2014) — link
  193. Decrease of capital guarantees in life insurance products: Can reinsurance stop it? (2022) — link
  194. Risk sharing in equity-linked insurance products: S tackelberg equilibrium between an insurer and a reinsurer (2022) — link
  195. Optimal fees in hedge funds with first-loss compensation — → 2310.19023
  196. A continuous-time theory of reinsurance chains (2020) — link
  197. Optimal reinsurance with model uncertainty and Stackelberg game (2022) — link
  198. Bilateral Monopoly (1928) — link
  199. Marktform und Gleichgewicht (1934)
  200. Stochastic controls: Hamiltonian systems and HJB equations (1999)
  201. Moderne Finanzmathematik – Theorie und praktische Anwendung Band 1. Optionsbewertung und Portfolio-Optimierung (2014) — link
  202. Moderne Finanzmathematik – Theorie und praktische Anwendung Band 2. Erweiterungen des Black-Scholes-Modells, Zins, Kreditrisiko und Statistik (2018) — link
  203. A class of approximations of ruin probabilities (1977)
  204. Aspects of risk theory (1991)
  205. Lineare Algebra (2020)
  206. A course in game theory (1994)
  207. Interest-Rate Management (2002) — link
  208. Game theory (1991)
  209. Probability theory: a comprehensive course (2013)
  210. Analysis (1976)
  211. Solving ill-posed bilevel programs (2016)
  212. Pessimistic bilevel optimization (2013)
  213. Pessimistic bilevel optimization: a survey (2018)
  214. Noncooperative differential games (2011)
  215. Weak stackelberg problem and mixed solutions under data perturbations 1this paper is based upon a communication presented at the 14th symposium on mathematical programming with data perturbation, Washington DC 1992. This research has been supported by MURST Roma, Italia. $ ef (1995)
  216. A perfect calibration! Now what? (2004)
  217. Parameters Recovery via Calibration in the Heston Model: A Comprehensive Review (2016)
  218. Option valuation using the fast Fourier transform (1999)
  219. Differentiation Under the Integral Sign (1973) — link
  220. The integrated square-root process (2001)
  221. Optimal fee structures in hedge funds (2018) — link
  222. Incentives and risk taking in hedge funds (2007) — link
  223. Numerical Optimization (2006) — link
  224. Detection of Interacting Variables for Generalized Linear Models via Neural Networks (2022) — link
  225. Minimum capital requirements for market risk (2019) — link
  226. Advances in prospect theory: Cumulative representation of uncertainty (1992) — link
  227. Solvency II solvency capital requirement for life insurance companies based on expected shortfall (2017) — link
  228. Bowley vs. Pareto optima in reinsurance contracting (2022) — link
  229. On the pricing of forward starting options in Heston’s model on stochastic volatility (2005) — link
  230. Constrained portfolios in incomplete markets: a dynamic programming approach to H eston’s model (2022) — link

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