Performance Attribution for Portfolio Constraints

References

• Ardia D, Boudt K (2015) Implied expected returns and the choice of a mean–variance efficient portfolio proxy. J. Portfolio Management 41(4):68–81.Crossref, Google Scholar
• Avramov D, Zhou G (2010) Bayesian portfolio analysis. Annual Rev. Financial Econom. 2:25–47.Crossref, Google Scholar
• Berg F, Koelbel JF, Rigobon R (2022) Aggregate confusion: The divergence of ESG ratings. Rev. Finance 26(6):1315–1344.Crossref, Google Scholar
• Berg F, Lo AW, Rigobon R, Singh M, Zhang R (2024) Quantifying the returns of ESG investing: An empirical analysis with six ESG metrics. J. Portfolio Management 50(8):216–238.Crossref, Google Scholar
• Black F, Litterman R (1992) Global portfolio optimization. Financial Anal. J. 48(5):28–43.Crossref, Google Scholar
• Bonami P, Lejeune MA (2009) An exact solution approach for portfolio optimization problems under stochastic and integer constraints. Oper. Res. 57(3):650–670.Link, Google Scholar
• Brandt MW, Santa-Clara P, Valkanov R (2009) Parametric portfolio policies: Exploiting characteristics in the cross-section of equity returns. Rev. Financial Stud. 22(9):3411–3447.Crossref, Google Scholar
• Brinson GP, Hood LR, Beebower GL (1986) Determinants of portfolio performance. Financial Anal. J. 42(4):39–44.Crossref, Google Scholar
• Broadie M (1993) Computing efficient frontiers using estimated parameters. Ann. Oper. Res. 45:21–58.Crossref, Google Scholar
• Brodie J, Daubechies I, De Mol C, Giannone D, Loris I (2009) Sparse and stable Markowitz portfolios. Proc. Natl. Acad. Sci. USA 106(30):12267–12272.Crossref, Google Scholar
• Brown SJ (1978) The portfolio choice problem: Comparison of certainty equivalence and optimal Bayes portfolios. Comm. Statist. Simulation Comput. 7(4):321–334.Crossref, Google Scholar
• Ceria S, Stubbs RA (2006) Incorporating estimation errors into portfolio selection: Robust portfolio construction. J. Asset Management 7(2):109–127.Crossref, Google Scholar
• Chen Y, Wiesel A, Eldar YC, Hero AO (2010) Shrinkage algorithms for MMSE covariance estimation. IEEE Trans. Signal Processing 58(10):5016–5029.Crossref, Google Scholar
• Chopra VK, Ziemba WT (1993) The effect of errors in means, variances, and covariances on optimal portfolio choice. J. Portfolio Management 19(2):6–11.Crossref, Google Scholar
• Clarke R, de Silva H, Thorley S (2002) Portfolio constraints and the fundamental law of active management. Financial Anal. J. 58(5):48–66.Crossref, Google Scholar
• Corwin SA, Coughenour JF (2008) Limited attention and the allocation of effort in securities trading. J. Finance 63(6):3031–3067.Crossref, Google Scholar
• David H (1973) Concomitants of order statistics. Bull. Internat. Statist. Inst. 45:295–300.Google Scholar
• Davies PI, Higham NJ (2000) Numerically stable generation of correlation matrices and their factors. BIT 40:640–651.Crossref, Google Scholar
• DeMiguel V, Garlappi L, Uppal R (2009a) Optimal vs. naive diversification: How inefficient is the 1/N portfolio strategy? Rev. Financial Stud. 22(5):1915–1953.Crossref, Google Scholar
• DeMiguel V, Garlappi L, Nogales FJ, Uppal R (2009b) A generalized approach to portfolio optimization: Improving performance by constraining portfolio norms. Management Sci. 55(5):798–812.Link, Google Scholar
• Dybvig PH, Ross SA (1985) Differential information and performance measurement using a security market line. J. Finance 40(2):383–399.Crossref, Google Scholar
• Fabozzi FJ, Huang D, Zhou G (2010) Robust portfolios: Contributions from operations research and finance. Ann. Oper. Res. 176:191–220.Crossref, Google Scholar
• Fama EF (1972) Components of investment performance. J. Finance 27(3):551–567.Crossref, Google Scholar
• Fama EF, French KR (2015) A five-factor asset pricing model. J. Financial Econom. 116(1):1–22.Crossref, Google Scholar
• Fan J, Li Y, Yu K (2012a) Vast volatility matrix estimation using high-frequency data for portfolio selection. J. Amer. Statist. Assoc. 107:412–428.Crossref, Google Scholar
• Fan J, Zhang J, Yu K (2012b) Vast portfolio selection with gross-exposure constraints. J. Amer. Statist. Assoc. 107(497):592–606.Crossref, Google Scholar
• Fang K-T, Kotz S, Ng KW (1990) Symmetric Multivariate and Related Distributions (Chapman and Hall, New York).Crossref, Google Scholar
• Ferson WE, Siegel AF (2001) The efficient use of conditioning information in portfolios. J. Finance 56(3):967–982.Crossref, Google Scholar
• Frost PA, Savarino JE (1986) An empirical Bayes approach to efficient portfolio selection. J. Financial Quant. Anal. 21(3):293–305.Crossref, Google Scholar
• Goldberg LR (2021) Constraint implied returns and stress in mean-variance optimized portfolios. Working paper, University of California, Berkeley, CA.Google Scholar
• Grinold R (2005) Implementation efficiency. Financial Anal. J. 61(5):52–64.Crossref, Google Scholar
• Harvey CR, Liechty JC, Liechty MW, Müller P (2010) Portfolio selection with higher moments. Quant. Finance 10(5):469–485.Crossref, Google Scholar
• Hirshleifer D, Lim SS, Teoh SH (2011) Limited investor attention and stock market misreactions to accounting information. Rev. Asset Pricing Stud. 1(1):35–73.Crossref, Google Scholar
• Hirshleifer D, Subrahmanyam A, Titman S (2006) Feedback and the success of irrational investors. J. Financial Econom. 81(2):311–338.Crossref, Google Scholar
• Hjalmarsson E, Manchev P (2012) Characteristic-based mean-variance portfolio choice. J. Banking Finance 36(5):1392–1401.Crossref, Google Scholar
• Hong H, Kostovetsky L (2012) Red and blue investing: Values and finance. J. Financial Econom. 103(1):1–19.Crossref, Google Scholar
• Jacquier E, Polson N (2011) Bayesian methods in finance. Geweke J, Koop G, van Dijk H, eds. The Oxford Handbook of Bayesian Econometrics (Oxford University Press, Oxford, UK), 439–512.Google Scholar
• Jagannathan R, Ma T (2003) Risk reduction in large portfolios: Why imposing the wrong constraints helps. J. Finance 58(4):1651–1683.Crossref, Google Scholar
• Jin H, Xu Z-Q, Zhou XY (2008) A convex stochastic optimization problem arising from portfolio selection. Math. Finance 18(1):171–183.Crossref, Google Scholar
• Jorion P (1986) Bayes-Stein estimation for portfolio analysis. J. Financial Quant. Anal. 21(3):279–292.Crossref, Google Scholar
• Kan R, Wang X (2023) Optimal portfolio choice with unknown benchmark efficiency. Management Sci. 70(9):6117–6138.Google Scholar
• Kan R, Zhou G (2007) Optimal portfolio choice with parameter uncertainty. J. Financial Quant. Anal. 42(3):621–656.Crossref, Google Scholar
• Kan R, Wang X, Zhou G (2022) Optimal portfolio choice with estimation risk: No risk-free asset case. Management Sci. 68(3):2047–2068.Link, Google Scholar
• Khan M, Serafeim G, Yoon A (2016) Corporate sustainability: First evidence on materiality. Accounting Rev. 91(6):1697–1724.Crossref, Google Scholar
• Klein RW, Bawa VS (1976) The effect of estimation risk on optimal portfolio choice. J. Financial Econom. 3(3):215–231.Crossref, Google Scholar
• Lai TL, Xing H, Chen Z (2011) Mean–variance portfolio optimization when means and covariances are unknown. Ann. Appl. Statist. 5(2):798–823.Google Scholar
• Levy H, Levy M (2014) The benefits of differential variance-based constraints in portfolio optimization. Eur. J. Oper. Res. 234(2):372–381.Crossref, Google Scholar
• Lins KV, Servaes H, Tamayo A (2017) Social capital, trust, and firm performance: The value of corporate social responsibility during the financial crisis. J. Finance 72(4):1785–1824.Crossref, Google Scholar
• Lo AW, MacKinlay AC (1990) Data-snooping biases in tests of financial asset pricing models. Rev. Financial Stud. 3(3):431–467.Crossref, Google Scholar
• Lo AW, Zhang R (2024) Quantifying the impact of impact investing. Management Sci. 70(10):7161–7186.Link, Google Scholar
• Lo AW, Zhang R, Zhao C (2022) Measuring and optimizing the risk and reward of green portfolios. J. Impact ESG Investing 3(2):55–93.Crossref, Google Scholar
• Lo AW, Wu L, Zhang R, Zhao C (2024) Optimal impact portfolios with general dependence and marginals. Oper. Res. 72(5):1775–1789.Link, Google Scholar
• Makridis C, Simaan M (2023) Balancing returns and responsibility: Evidence from shrinkage-based portfolios, Preprint, submitted November 7, https://dx.doi.org/10.2139/ssrn.4597152.Google Scholar
• Menchero J, Davis B (2011) Risk contribution is exposure times volatility times correlation: Decomposing risk using the x-sigma-rho formula. J. Portfolio Management 37(2):97–106.Crossref, Google Scholar
• Merton RC (1980) On estimating the expected return on the market: An exploratory investigation. J. Financial Econom. 8(4):323–361.Crossref, Google Scholar
• Pástor L (2000) Portfolio selection and asset pricing models. J. Finance 55(1):179–223.Crossref, Google Scholar
• Pástor L, Stambaugh RF (2000) Comparing asset pricing models: An investment perspective. J. Financial Econom. 56(3):335–381.Crossref, Google Scholar
• Pástor L, Stambaugh RF, Taylor LA (2021) Sustainable investing in equilibrium. J. Financial Econom. 142(2):550–571.Crossref, Google Scholar
• Pástor L, Stambaugh RF, Taylor LA (2022) Dissecting green returns. J. Financial Econom. 146(2):403–424.Crossref, Google Scholar
• Pedersen LH, Fitzgibbons S, Pomorski L (2021) Responsible investing: The ESG-efficient frontier. J. Financial Econom. 142(2):572–597.Crossref, Google Scholar
• Powell WB (2019) A unified framework for stochastic optimization. Eur. J. Oper. Res. 275(3):795–821.Crossref, Google Scholar
• Sharpe WF (1992) Asset allocation: Management style and performance measurement. J. Portfolio Management 18(2):7–19.Crossref, Google Scholar
• Simon HA (1955) A behavioral model of rational choice. Quart. J. Econom. 69(1):99–118.Crossref, Google Scholar
• Stambaugh RF (1997) Analyzing investments whose histories differ in length. J. Financial Econom. 45(3):285–331.Crossref, Google Scholar
• Stubbs RA, Vandenbussche D (2010) Constraint attribution. J. Portfolio Management 36(4):48–59.Crossref, Google Scholar
• Tu J, Zhou G (2010) Incorporating economic objectives into Bayesian priors: Portfolio choice under parameter uncertainty. J. Financial Quant. Anal. 45(4):959–986.Crossref, Google Scholar
• Tu J, Zhou G (2011) Markowitz meets Talmud: A combination of sophisticated and naive diversification strategies. J. Financial Econom. 99(1):204–215.Crossref, Google Scholar
• Zhou G (2009) Beyond Black–Litterman: Letting the data speak. J. Portfolio Management 36(1):36–45.Crossref, Google Scholar