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The Impact of Estimation Error on Latent Factor Model Forecasts of Portfolio Risk
Bianchi, Stephen - 2019
In this article, the authors measure the impact of estimation error on latent factor model forecasts of portfolio risk … find that an estimation period of 250 days may be adequate to accurately forecast risk and factor exposures for an equally … an estimation period of 1000 days. This underscores the importance of testing risk models on optimized portfolios …
Persistent link: https://www.econbiz.de/10012903199
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The impact of estimation error on latent factor model forecasts of portfolio risk
Bianchi, Stephen W.; Goldberg, Lisa; Rosenberg, Allan - In: The journal of portfolio management : a publication of … 43 (2017) 5, pp. 147-156
Persistent link: https://www.econbiz.de/10011686352
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Knowing factors or factor loadings, or neither? : evaluating estimators of large covariance matrices with noisy and asynchronous data
Dai, Chaoxing; Lu, Kun; Xiu, Dacheng - In: Journal of econometrics 208 (2019) 1, pp. 43-79
Persistent link: https://www.econbiz.de/10012139780
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Forecasting co-volatilities via factor models with asymmetry and long memory in realized covariance
Asai, Manabu; McAleer, Michael - 2014
Modelling covariance structures is known to suffer from the curse of dimensionality. In order to avoid this problem for forecasting, the authors propose a new factor multivariate stochastic volatility (fMSV) model for realized covariance measures that accommodates asymmetry and long memory....
Persistent link: https://www.econbiz.de/10010259630
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Forecasting co-volatilities via factor models with asymmetry and long memory in realized covariance
Asai, Manabu; McAleer, Michael - In: Journal of econometrics 189 (2015) 2, pp. 251-262
Persistent link: https://www.econbiz.de/10011504522
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Forecasting returns of major cryptocurrencies : evidence from regime-switching factor models
Bouri, Elie; Christou, Christina; Gupta, Rangan - 2022
Persistent link: https://www.econbiz.de/10012820409
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Forecasting stock returns with large dimensional factor models
Giovannelli, Alessandro; Massacci, Daniele; Soccorsi, … - In: Journal of empirical finance 63 (2021), pp. 252-269
Persistent link: https://www.econbiz.de/10013259267
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Understanding momentum and reversal
Kelly, Bryan T.; Moskowitz, Tobias J.; Pruitt, Seth - In: Journal of financial economics 140 (2021) 3, pp. 726-743
Persistent link: https://www.econbiz.de/10013259592
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High-frequency factor models and regressions
Aït-Sahalia, Yacine; Kalnina, Ilze; Xiu, Dacheng - In: Journal of econometrics 216 (2020) 1, pp. 86-105
Persistent link: https://www.econbiz.de/10012439640
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Forecasting high-dimensional realized volatility matrices using a factor model
Shen, Keren; Yao, Jianfeng; Li, Wai Keung - In: Quantitative finance 20 (2020) 11, pp. 1879-1887
Persistent link: https://www.econbiz.de/10012295649