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Estimating covariation : Epps effect, microstructure noise
Zhang, Lan - In: Journal of econometrics 160 (2011) 1, pp. 33-47
Persistent link: https://www.econbiz.de/10009242560
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Fractional integration and fat tails for realized covariance kernels and returns
Lucas, André; Opschoor, Anne - 2016 - This version: September 1, 2016
We introduce a new fractionally integrated model for covariance matrix dynamics based on the long-memory behavior of daily realized covariance matrix kernels and daily return observations. We account for fat tails in both types of data by appropriate distributional assumptions. The covariance...
Persistent link: https://www.econbiz.de/10011531139
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Estimation of a multiplicative covariance structure in the large dimensional case
Hafner, Christian M.; Linton, Oliver; Tang, Haihan - 2016
Persistent link: https://www.econbiz.de/10011565160
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Covariance estimation using high-frequency data: Sensitivities of estimation methods
Haugom, Erik; Lien, Gudbrand; Veka, Steinar; Westgaard, Sjur - In: Economic modelling 43 (2014), pp. 416-425
Persistent link: https://www.econbiz.de/10010503037
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High-dimensional Realized Covariance Estimation : a Parametric Approach
Buccheri, Giuseppe - 2020
The estimation of the covariances of high-frequency asset prices is problematic because of asynchronous trading and …
Persistent link: https://www.econbiz.de/10012841029
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Statistical causes for the Epps effect in microstructure noise
Münnix, Michael C.; Schäfer, Rudi; Guhr, Thomas - In: International journal of theoretical and applied finance 14 (2011) 8, pp. 1231-1246
Persistent link: https://www.econbiz.de/10009541998
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Fractional integration and fat tails for realized covariance kernels
Opschoor, Anne; Lucas, André - In: Journal of financial econometrics 17 (2019) 1, pp. 66-90
Persistent link: https://www.econbiz.de/10012054426
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Beta-adjusted covariance estimation
Boudt, Kris; Dragun, Kirill; Sauri, Orimar; Vanduffel, … - 2021
Persistent link: https://www.econbiz.de/10012432948
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Estimation of time-varying covariance matrices for large datasets
Dendramis, Yiannis; Giraitis, Liudas; Kapetanios, George - 2020
modelling that enables stochastic structural change in model parameters and on model estimation by Bayesian or non …-parametric kernel methods. In the context of the estimation of covariance matrices of large dimensional panels, such data requires … applicable in econometric analysis beyond estimation of large covariance matrices. We discuss the utility of the robust …
Persistent link: https://www.econbiz.de/10012316010
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DCC- and DECO-HEAVY : multivariate GARCH models based on realized variances and correlations
Bauwens, Luc; Xu, Yongdeng - In: International journal of forecasting 39 (2023) 2, pp. 938-955
Persistent link: https://www.econbiz.de/10014465168