Building optimal regime-switching portfolios

Vito Ciciretti1, Andrea Bucci2
1Independent researcher, Berlin, Germany
2Department of Economics, Università degli Studi “G. d’Annunzio” Chieti-Pescara, Italy

Tài liệu tham khảo

Andersen, 2000, Great Realizations, Risk, 13, 105 Anderson, 1998, Testing multiple equation systems for common nonlinear components, Journal of Econometrics, 84, 1, 10.1016/S0304-4076(97)00076-6 Barndorff-Nielsen, 2006, Designing realized kernels to measure the ex post variation of equity prices in the presence of noise, Econometrica, 76, 1481 Barndorff-Nielsen, 2004, Econometric Analysis of Realized Covariation: High Frequency Based Covariance, Regression, and Correlation in Financial Economics, Econometrica, 72, 885, 10.1111/j.1468-0262.2004.00515.x Billio, 2012, Econometric measures of connectedness and systemic risk in the finance and insurance sectors, Journal of Financial Economics, 104, 535, 10.1016/j.jfineco.2011.12.010 Black, 1992, Global portfolio optimization, Financial Analysts Journal, 48, 28, 10.2469/faj.v48.n5.28 Bollobás, 1998, vol. 184, 4 Bollobás, 1998, Random graphs, 215 Bollobás, 2001 Bucci, 2022, Market regime detection via realized covariances, Economic Modelling, 111, 10.1016/j.econmod.2022.105832 Cho, 2007, Testing for Regime Switching, Econometrica, 75, 1671, 10.1111/j.1468-0262.2007.00809.x Clarke, 2002, Portfolio constraints and the fundamental law of active management, Financial Analysts Journal, 58, 48, 10.2469/faj.v58.n5.2468 Davies, 1987, Hypothesis testing when a nuisance parameter is present only under the alternatives, Biometrika, 74, 33 De Pooter, 2008, Predicting the Daily Covariance Matrix for S&P 100 Stocks Using Intraday Data - But Which Frequency to Use?, Econometric Reviews, 27, 199, 10.1080/07474930701873333 DeMiguel, 2014, Stock Return Serial Dependence and Out-of-Sample Portfolio Performance, The Review of Financial Studies, 27, 1031, 10.1093/rfs/hhu002 Hansen, 1992, The Likelihood Ratio Test Under Nonstandard Conditions: Testing the Markov Switching Model of GNP, Journal of Applied Econometrics, 7, S61, 10.1002/jae.3950070506 Haugen, 1991, The effect of volatility changes on the level of stock prices and subsequent expected returns, The Journal of Finance, 46, 985, 10.1111/j.1540-6261.1991.tb03774.x Jobson, 1980, Estimation for Markowitz efficient portfolios, Journal of the American Statistical Association, 75, 544, 10.1080/01621459.1980.10477507 Kaufman, 1990 Kruskal, 1956, On the shortest spanning subtree of a graph and the traveling salesman problem, Proceedings of the Americal Mathematical Society, 7, 48, 10.1090/S0002-9939-1956-0078686-7 Ledoit, 2003, A Well-Conditioned Estimator for Large-Dimensional Covariance Matrices, Journal of Multivariate Analysis, 88, 365, 10.1016/S0047-259X(03)00096-4 Ledoit, 2004, Honey, I Shrunk the Sample Covariance Matrix, The Journal of Portfolio Management, 30, 110, 10.3905/jpm.2004.110 Liu, 2009, On Portfolio Optimization: How and When Do We Benefit from High-Frequency Data?, Journal of Applied Econometrics, 24, 560, 10.1002/jae.1062 Lopez de Prado, 2016 Lopez de Prado, 2016, Building portfolios that outperform out-of-sample, The Journal of Portfolio Management, 42, 10.3905/jpm.2016.42.4.059 Mantegna, 1999, Hierarchical structure in financial markets, The European Physical Journal B, 11, 193, 10.1007/s100510050929 Markowitz, 1952, Portfolio selection, The Journal of Finance, 7, 77 Michaud, 1989, The Markowitz Optimization Enigma: Is ‘Optimized’ Optimal?, Financial Analysts Journal, 45, 31, 10.2469/faj.v45.n1.31 Onnela, 2003, Dynamics of market correlations: Taxonomy and portfolio analysis, Physical Review E, 68, 10.1103/PhysRevE.68.056110 Papenbrock, 2011 Patton, 2011, Volatility forecast comparison using imperfect volatility proxies, Journal of Econometrics, 160, 246, 10.1016/j.jeconom.2010.03.034 Peralta, 2016, A network approach to portfolio selection, Journal of Empirical Finance, 38, 157, 10.1016/j.jempfin.2016.06.003 Potters, 2005 Preis, 2012, Quantifying the behavior of stock correlations under market stress, Scientific Reports, 2, 1, 10.1038/srep00752 Raffinot, 2017, Hierarchical clustering-based asset allocation, The Journal of Portfolio Management, 44, 89, 10.3905/jpm.2018.44.2.089 Simon, 1991, The architecture of complexity, 457 Tibshirani, 2001, Estimating the number of clusters in a data set via the gap statistic, Journal of the Royal Statistical Society. Series B. Statistical Methodology, 63, 411, 10.1111/1467-9868.00293 Vỳrost, 2019, Network-based asset allocation strategies, The North American Journal of Economics and Finance, 47, 516, 10.1016/j.najef.2018.06.008 Ward, 1963, Hierarchical grouping to optimize an objective function, Journal of the American Statistical Association, 58, 236, 10.1080/01621459.1963.10500845 Zhou, 1996, High-Frequency Data and Volatility in Foreign-Exchange Rates, Journal of Business & Economic Statistics, 14, 45