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)
- Less is more: Increasing retirement gains by using an upside terminal wealth constraint (2015) — link
- High-Water Marks and Hedge Fund Management Contracts (2003) — link
- Robust reinsurance contract with asymmetric information in a stochastic Stackelberg differential game (2022)
- Optimal excess-of-loss reinsurance contract with ambiguity aversion in the principal-agent model (2020)
- Optimal reinsurance and investment problem for an insurer and a reinsurer with jump-diffusion risk process under the Heston model (2016)
- Robust Stochastic Stackelberg Differential Reinsurance and Investment Games for an Insurer and a Reinsurer with Delay (2022)
- A hybrid stochastic differential reinsurance and investment game with bounded memory (2022) — link
- A stochastic Stackelberg differential reinsurance and investment game with delay in a defaultable market (2021)
and 230 more
- Mixed dynamic and static risk-minimization with an application to survivor swaps (2011)
- Worst-case-optimal dynamic reinsurance for large claims (2012)
- Utility maximization with a given pricing measure when the utility is not necessarily concave (2013) — link
- The core of an economy with nonconvex preferences (1963)
- A variational problem arising in economics (1965) — link
- Optimal investment and premium policies under risk shifting and solvency regulation (2015) — link
- Dynamic programming and stochastic control processes (1958) — link
- Portfolio Optimization with Stochastic Volatilities and Constraints: An Application in High Dimension (2007) — link
- Smooth Solutions to Optimal Investment Models with Stochastic Volatilities and Portfolio Constraints (2002) — link
- The Implicit Function Theorem (2003)
- Intermediate Calculus (1985) — link
- Basic Elements of Real Analysis (1998) — link
- Probability: Theory and Examples (2019)
- Nichtlineare Optimierung (2012)
- Optimal Portfolios (1997) — link
- Convex Analysis (1972)
- Does option compensation increase managerial risk appetite ? (2000) — link
- Risk Aversion in the Small and in the Large (1964)
- Essays in the Theory of Risk-Bearing (1970)
- Dynamic Programming (1957)
- Continuous-Time Finance (1992)
- Mathematical methods and models for economists (2000)
- Value-at-Risk-Based Risk Management: Optimal Policies and Asset Prices (2001) — link
- Optimal Portfolio Choice under Loss Aversion (2004) — link
- Martingale and duality methods for utility maximization in an incomplete market (1991) — link
- Optimal portfolio and consumption decisions for a small ‘‘investor’’ on a finite horizon (1987) — link
- Optimal consumption and portfolio policies when asset prices follow a diffusion process (1989) — link
- Lecture notes in Investment Strategies (2013)
- Lecture notes in Portfolio Analysis (2016)
- Optimal investment in hedge funds under loss aversion (2017) — link
- The incentives of hedge fund fees and high-water marks (2016) — link
- Incentive Contracts and Hedge Fund Management (2007) — link
- Risk aversion and incentive effects (2002) — link
- Portfolio optimization under convex incentive schemes (2014) — link
- Pricing Shared-Loss Hedge Fund Fee Structures (2016) — link
- Profit sharing in hedge funds (2018) — link
- Methods of mathematical finance (2016) — link
- Non-concave utility maximization: optimal investment, stability and applications (2012)
- Optimal portfolio under state-dependent expected utility (2018) — link
- Optimal portfolio delegation when parties have different coefficients of risk aversion (2005) — link
- A benchmarking approach to optimal asset allocation for insurers and pension funds (2010) — link
- Optimal asset allocation with fixed-term securities (2016) — link
- Risk Management with Benchmarking (2006) — link
- Minimum return guarantees, investment caps, and investment flexibility (2016) — link
- Optimal Asset Allocation and Risk Shifting in Money Management (2007) — link
- Portfolio management with constraints (2007) — link
- Optimal portfolios with a positive lower bound on final wealth (2005) — link
- Optimal investment with minimum performance constraints (2001) — link
- A Dynamic Programming Approach to Constrained Portfolios (2013) — link
- Evaluating the Financial Performance of Pension Funds (2010) — link
- Reinsurance: Actuarial and Statistical Aspects (2017) — link
- Investment policies and reinsurance for pension funds (1985) — link
- Optimal management of DC pension plan under loss aversion and Value-at-Risk constraints (2016) — link
- Paying for Minimum Interest Rate Guarantees: Who Should Compensate Who? (2001) — link
- Asset allocation under loss aversion and minimum performance constraint in a DC pension plan with inflation risk (2017) — link
- Guarantee valuation in notional defined contribution pension systems (2016) — link
- The role of guarantees in defined contribution pensions (2011) — link
- Optimal design of the guarantee for defined contribution funds (2004) — link
- Optimal investment strategies and performance sharing rules for pension schemes with minimum guarantee (2011) — link
- Optimal management under stochastic interest rates: the case of a protected defined contribution pension fund (2001) — link
- Optimal investment strategies for participating contracts (2017) — link
- Funding Life Insurance Contracts with Guarantees: How Can We Optimally Respond to the Policyholder’s Needs? (2017)
- Nonconcave Optimal Investment with Value-at-Risk Constraint: An Application to Life Insurance Contracts (2020) — link
- Exotic Unit-Linked Life Insurance Contracts (1996) — link
- Optimal design of equity-linked products with a probabilistic constraint (2009) — link
- The design of equity-indexed annuities (2008) — link
- The Representation of Functionals of Brownian Motion by Stochastic Integrals (1970) — link
- Optimal portfolio strategies benchmarking the stock market (2006) — link
- Portfolio optimization with downside constraints (2006) — link
- Constrained nonsmooth utility maximization on the positive real line (2015) — link
- O ptimal C ontrol of D C P ension P lan M anagement under T wo I ncentive S chemes (2019) — link
- Optimal dynamic excess-of-loss reinsurance and multidimensional portfolio selection (2010) — link
- On reinsurance and investment for large insurance portfolios (2008) — link
- Optimal control of excess-of-loss reinsurance and investment for insurers under a CEV model (2012) — link
- Optimal proportional reinsurance and investment in a stock market with Ornstein–Uhlenbeck process (2011) — link
- Optimal reinsurance–investment problem for maximizing the product of the insurer’s and the reinsurer’s utilities under a CEV model (2014) — link
- Optimal investment strategies: A short survey of classical and recent results (2006)
- Constant proportion portfolio insurance in defined contribution pension plan management (2018) — link
- Constant proportion portfolio insurance in defined contribution pension plan management under discrete-time trading (2018) — link
- Dynamic hybrid products with guarantees—An optimal portfolio framework (2019) — link
- Optimal consumption, investment and life insurance with surrender option guarantee (2015) — link
- Optimal consumption and investment decisions under time-varying preferences (2018)
- Strategic Asset Allocation in Money Management (2014) — link
- Convex Duality in Constrained Portfolio Optimization (1992) — link
- Optimal investment with S-shaped utility and trading and Value at Risk constraints: An application to defined contribution pension plan (2020) — link
- A Stackelberg Game of Backward Stochastic Differential Equations with Applications (2019) — link
- O n a new paradigm of optimal reinsurance: a stochastic S tackelberg differential game between an insurer and a reinsurer (2018) — link
- Stochastic differential portfolio games for an insurer in a jump-diffusion risk process (2012) — link
- A Leader-Follower Stochastic Linear Quadratic Differential Game (2002) — link
- A leader-follower stochastic linear quadratic differential game with time delay (2018) — link
- S tochastic differential games between two insurers with generalized mean-variance premium principle (2018) — link
- A class of non-zero-sum stochastic differential investment and reinsurance games (2014) — link
- Stackelberg Equilibrium Premium Strategies for Push-Pull Competition in a Non-Life Insurance Market with Product Differentiation (2019) — link
- The Maximum Principle for Global Solutions of Stochastic Stackelberg Differential Games (2015) — link
- Maximum Principles for Optimal Control of Forward-Backward Stochastic Differential Equations with Jumps (2010) — link
- Optimal investment under VaR-Regulation and Minimum Insurance (2018) — link
- Risk management with multiple VaR constraints (2018) — link
- A utility-based comparison of pension funds and life insurance companies under regulatory constraints (2011) — link
- Accurate and Robust Numerical Methods for the Dynamic Portfolio Management Problem (2017) — link
- The Cross-Section of Managerial Ability, Incentives, and Risk Preferences (2014) — link
- Solving Consumption and Portfolio Choice Problems: The State Variable Decomposition Method (2010) — link
- The evolution of insurer portfolio investment strategies for long-term investing (2016) — link
- The relaxed investor and parameter uncertainty (2001) — link
- Optimal control of option portfolios and applications (1999) — link
- The costs of suboptimal dynamic asset allocation: General results and applications to interest rate risk, stock volatility risk, and growth/value tilts (2012) — link
- Constrained non-concave utility maximization: An application to life insurance contracts with guarantees (2019) — link
- Optimum consumption and portfolio rules in a continuous-time model (1971) — link
- Portfolio optimization under S olvency II (2019) — link
- Consumption and investment under constraints (1994) — link
- Optimal investment of DC pension plan under short-selling constraints and portfolio insurance (2019) — link
- Smooth Value Functions for a Class of Nonsmooth Utility Maximization Problems (2011)
- Extreme Events in Finance (2016)
- Volker Paper (2017)
- Portfolio Benchmarking Under Drawdown Constraint and Stochastic Sharpe Ratio (2018) — link
- Worst-Case Approach to Strategic Optimal Portfolio Selection Under Transaction Costs and Trading Limits (2015) — link
- The numeraire portfolio: a new perspective on financial theory (1997) — link
- A general equilibrium model of portfolio insurance (1995)
- Post-‘87 crash fears in the S & P 500 futures option market (2000) — link
- Robust multivariate portfolio choice with stochastic covariance in the presence of ambiguity (2018) — link
- Portfolio Insurance Strategies: OBPI versus CPPI (2005) — link
- Portfolio Insurance: The Extreme Value Approach Applied to the CPPI Method: 18 (2016) — link
- Arbitrage theory in continuous time (2009) — link
- Simplifying portfolio insurance (1987) — link
- Expected performance and risks of various portfolio insurance strategies (2018)
- Correlation Risk and Optimal Portfolio Choice (2010) — link
- Incentives and Endogenous Risk Taking: A Structural View on Hedge Fund Alphas (2014)
- Financial mathematics: A comprehensive treatment (2014)
- Mean–variance hedging and optimal investment in H eston’s model with correlation (2008)
- Dynamic Consumption and Portfolio Choice with Stochastic Volatility in Incomplete Markets (2005) — link
- Dynamic proportion portfolio insurance using genetic programming with principal component analysis (2008) — link
- Dynamic Asset Allocation (2017)
- Financial modelling with jump processes (2004) — link
- Constant proportion portfolio insurance in the presence of jumps in asset prices (2009) — link
- The valuation of options for alternative stochastic processes (1976) — link
- Optimal hedging and equilibrium in a dynamic futures market (1990)
- Risk appetite and endogenous risk (2010)
- Robust portfolio choice with derivative trading under stochastic volatility (2015) — link
- HARA utility maximization in a Markov-switching bond–stock market (2017) — link
- Theory of constant proportion portfolio insurance (1992) — link
- Robust portfolio choice with stochastic interest rates (2014) — link
- Expected stock returns and volatility (1987) — link
- Risk Management of CPPI Funds in Switching Regime Markets (2011)
- Equity portfolio insurance against a benchmark: Setting, replication and optimality (2014) — link
- Martingales and arbitrage in multiperiod securities markets (1979) — link
- A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options (1993) — link
- A new choice of dynamic asset management: the variable proportion portfolio insurance (2008) — link
- Portfolio insurance and prospect theory investors: Popularity and optimal design of capital protected financial products: rand (2011) — link
- Optimization methods in portfolio management and option hedging (2008)
- Performance evaluation of portfolio insurance strategies using stochastic dominance criteria (2009) — link
- Ambiguity and optimal portfolio choice with Value-at-Risk constraint (2016) — link
- Portfolio Optimisation with a Value at Risk Constraint in the Presence of Unhedgeable Risks (2009) — link
- First European Congress of Mathematics Paris, July 6-10, 1992: Vol. II: Invited Lectures (Part 2) (1994) — link
- Introduction to Option Pricing Theory (2000) — link
- Utility Maximization In Affine Stochastic Volatility Model (2010) — link
- Dynamic Nonmyopic Portfolio Behavior (1996) — link
- Optimal portfolios and H eston’s stochastic volatility model: an explicit solution for power utility (2005) — link
- Dynamic derivative strategies (2003) — link
- Portfolio Selection in Stochastic Environments (2007) — link
- Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case (1969) — link
- Stochastic Control~Problems, Viscocity Solutions, and Applications to Finance (2002)
- Alternative models for conditional stock volatility (1990) — link
- Recent developments in portfolio insurance (2008)
- The jump-risk premia implicit in options: evidence from an integrated time-series study (2002) — link
- Constant Proportion Portfolio Insurance (1986)
- Omega performance measure and portfolio insurance (2011) — link
- A stochastic calculus model of continuous trading: optimal portfolios (1986)
- CPPI with Cushion Insurance (2005)
- Contingent Claims and Market Completeness in a Stochastic Volatility Model (1997) — link
- Short-horizon regulation for long-term investors (2012) — link
- Stochastic Calculus and Financial Applications (2001) — link
- Infinite Dimensional Analysis: A Hitchhiker’s Guide (2006) — link
- Stock Price Distributions with Stochastic Volatility: An Analytic Approach (1991) — link
- Modeling stochastic volatility: A review and comparative study (1994)
- Portfolio and Consumption Decisions under Mean-Reverting Returns: An Exact Solution for Complete Markets (2002) — link
- Option values under stochastic volatility: Theory and empirical estimates (1987)
- Robust optimal control for an insurer with reinsurance and investment under H eston’s stochastic volatility model (2013) — link
- Optimal portfolios with regime switching and value-at-risk constraint (2010) — link
- Stochastic dominance of portfolio insurance strategies (2011) — link
- A solution approach to valuation with unhedgeable risks (2001) — link
- A stochastic volatility model and optimal portfolio selection (2013) — link
- Portfolio Selection and Dynamic Behavior in Heston’s Stochastic Volatility Model Using a Contingent Claim (2017) — link
- Continuous-Time Mean-Variance Portfolio Selection: A Stochastic LQ Framework (2000) — link
- Dynamic mean–VaR portfolio selection in continuous time (2017) — link
- Dynamic Asset Allocation And Consumption Choice In Incomplete Markets (2005) — link
- Portfolio Optimization with Risk Constraints (2005)
- Portfolio Optimization with Risk Constraints in the View of Stochastic Interest Rates (2017)
- Optimal fees in hedge funds with first-loss compensatino using non-concave utility maximization (2018)
- The Asymptotic Elasticity of Utility Functions and Optimal Investment in Incomplete Markets (1999) — link
- Consumption and portfolio policies with incomplete markets and short-sale constraints: The infinite dimensional case (1991) — link
- Robust utility maximization with limited downside risk in incomplete markets (2007) — link
- A Simulation Approach to Dynamic Portfolio Choice with an Application to Learning About Return Predictability (2005) — link
- 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
- Decrease of capital guarantees in life insurance products: Can reinsurance stop it? (2022) — link
- Risk sharing in equity-linked insurance products: S tackelberg equilibrium between an insurer and a reinsurer (2022) — link
- Optimal fees in hedge funds with first-loss compensation — → 2310.19023
- A continuous-time theory of reinsurance chains (2020) — link
- Optimal reinsurance with model uncertainty and Stackelberg game (2022) — link
- Bilateral Monopoly (1928) — link
- Marktform und Gleichgewicht (1934)
- Stochastic controls: Hamiltonian systems and HJB equations (1999)
- Moderne Finanzmathematik – Theorie und praktische Anwendung Band 1. Optionsbewertung und Portfolio-Optimierung (2014) — link
- Moderne Finanzmathematik – Theorie und praktische Anwendung Band 2. Erweiterungen des Black-Scholes-Modells, Zins, Kreditrisiko und Statistik (2018) — link
- A class of approximations of ruin probabilities (1977)
- Aspects of risk theory (1991)
- Lineare Algebra (2020)
- A course in game theory (1994)
- Interest-Rate Management (2002) — link
- Game theory (1991)
- Probability theory: a comprehensive course (2013)
- Analysis (1976)
- Solving ill-posed bilevel programs (2016)
- Pessimistic bilevel optimization (2013)
- Pessimistic bilevel optimization: a survey (2018)
- Noncooperative differential games (2011)
- 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)
- A perfect calibration! Now what? (2004)
- Parameters Recovery via Calibration in the Heston Model: A Comprehensive Review (2016)
- Option valuation using the fast Fourier transform (1999)
- Differentiation Under the Integral Sign (1973) — link
- The integrated square-root process (2001)
- Optimal fee structures in hedge funds (2018) — link
- Incentives and risk taking in hedge funds (2007) — link
- Numerical Optimization (2006) — link
- Detection of Interacting Variables for Generalized Linear Models via Neural Networks (2022) — link
- Minimum capital requirements for market risk (2019) — link
- Advances in prospect theory: Cumulative representation of uncertainty (1992) — link
- Solvency II solvency capital requirement for life insurance companies based on expected shortfall (2017) — link
- Bowley vs. Pareto optima in reinsurance contracting (2022) — link
- On the pricing of forward starting options in Heston’s model on stochastic volatility (2005) — link
- Constrained portfolios in incomplete markets: a dynamic programming approach to H eston’s model (2022) — link
1 of 238 cited works are in the corpus; resolved via arXiv source bundles, Semantic Scholar and OpenAlex. Corpus-wide: 2518 linked papers.