Technical Note—The Joint Impact of F-Divergences and Reference Models on the Contents of Uncertainty Sets
Published Online:29 Mar 2019https://doi.org/10.1287/opre.2018.1807
References
- (2018) Tail asymptotics of light-tailed Weibull-like sums. Probab. Math. Statist. 37(2):235–256.Google Scholar
- (2009) Robust Optimization (Princeton University Press, Princeton, NJ).Crossref, Google Scholar
- (2013) Robust solutions of optimization problems affected by uncertain probabilities. Management Sci. 59(2):341–357.Link, Google Scholar
- (2004) The price of robustness. Oper. Res. 52(1):35–53.Link, Google Scholar
- (2016) Measuring distribution model risk. Math. Finance 26(2):395–411.Crossref, Google Scholar
- (2009) Power-law distributions in empirical data. SIAM Rev. 51(4):661–703.Crossref, Google Scholar
- (2001) Empirical properties of asset returns: Stylized facts and statistical issues. Quant. Finance 1(2):223–236.Crossref, Google Scholar
- (1963) Eine informationstheoretische Ungleichung und ihre Anwendung auf den Beweis der Ergodizität von Markoffschen Ketten. Magyar Tudományos Akadémia Matematikai Kutató Intézetének Közleményei 8(1/2):85–108.Google Scholar
- (1989) Maxmin expected utility with non-unique prior. J. Math. Econom. 18(2):141–153.Crossref, Google Scholar
- (2014) Robust risk measurement and model risk. Quant. Finance 14(1):29–58.Crossref, Google Scholar
- (2011) Robustness (Princeton University Press, Princeton, NJ).Google Scholar
- (2018) A toolkit for robust risk assessment using F-divergences. Working paper, University of Duisburg-Essen, Essen, NRW, Germany.Google Scholar
- (2006) On divergences and informations in statistics and information theory. IEEE Trans. Inform. Theory 52(10):4394–4412.Crossref, Google Scholar
- (2005) Statistical Inference Based on Divergence Measures (CRC Press, Boca Raton, FL).Crossref, Google Scholar
- (2015) Robust measurement of (heavy-tailed) risks: Theory and implementation. J. Econom. Dynam. Control 61:183–203.Crossref, Google Scholar
- (2016) Approximate models and robust decisions. Statist. Sci. 31(4):465–489.Crossref, Google Scholar
- (1990) Risk-Sensitive Optimal Control (John Wiley & Sons, New York).Google Scholar

