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  • Search: subject:"Correlation forecasting"
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Year of publication
Subject
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Correlation forecasting 8 Korrelation 4 Prognoseverfahren 4 Correlation 3 Dynamic conditional correlation 3 Forecasting model 3 ARCH model 2 ARCH-Modell 2 Aktienmarkt 2 Component models 2 Dynamic factor model 2 Dynamic panel model 2 Epps effect 2 Fourier method 2 GARCH 2 Hedging 2 Mixed data sampling 2 Performance evaluation 2 Risk management 2 Theorie 2 Threshold regime-switching models 2 Zeitreihenanalyse 2 Aktienindex 1 Analysis of variance 1 Autoencoder 1 Börsenkurs 1 Capital income 1 DCC-GARCH 1 Deep learning 1 Deutschland 1 Equicorrelation 1 Estimation theory 1 High-frequency data 1 Kapitaleinkommen 1 Learning process 1 Lernprozess 1 Multivariate Analyse 1 Multivariate analysis 1 Multivariate volatility 1 Nichtparametrisches Verfahren 1
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Online availability
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Undetermined 5 Free 2
Type of publication
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Article 6 Book / Working Paper 3
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3 Working Paper 1
Language
All
English 6 Undetermined 3
Author
All
Audrino, Francesco 2 Golosnoy, Vasyl 2 Herwartz, Helmut 2 Karagozoglu, Ahmet K. 2 Bauwens, Luc 1 Broadwater, Robert P. 1 Jacobs, Michael 1 Jacobs, Michael <Jr.> 1 Jung, Jaesung 1 Ni, Jian 1 Xu, Yongdeng 1 Xu, Yue 1
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Institution
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Institut für Volkswirtschaftslehre, Christian-Albrechts-Universität Kiel 1 School of Economics and Political Science, Universität St. Gallen 1
Published in...
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Computational Statistics & Data Analysis 1 Computational economics 1 Economics Working Paper 1 Economics Working Paper Series / School of Economics and Political Science, Universität St. Gallen 1 Economics Working Papers / Institut für Volkswirtschaftslehre, Christian-Albrechts-Universität Kiel 1 International journal of forecasting 1 Renewable and Sustainable Energy Reviews 1 Research in International Business and Finance 1 Research in international business and finance 1
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Source
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RePEc 5 ECONIS (ZBW) 3 EconStor 1
Showing 1 - 9 of 9
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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
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Forecasting the dynamic correlation of stock indices based on deep learning method
Ni, Jian; Xu, Yue - In: Computational economics 61 (2023) 1, pp. 35-55
Persistent link: https://www.econbiz.de/10014228395
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On the characteristics of dynamic correlations between asset pairs
Jacobs, Michael; Karagozoglu, Ahmet K. - In: Research in International Business and Finance 32 (2014) C, pp. 60-82
Recent research provides considerable evidence that correlations between assets change significantly over time and diversification benefits of correlations may vary substantially based on the time-varying measure of correlation used for different asset types. Our study evaluates and compares...
Persistent link: https://www.econbiz.de/10010785037
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Forecasting correlations during the late-2000s financial crisis: The short-run component, the long-run component, and structural breaks
Audrino, Francesco - In: Computational Statistics & Data Analysis 76 (2014) C, pp. 43-60
The predictive power of recently introduced components affecting correlations is investigated. The focus is on models allowing for a flexible specification of the short-run component of correlations as well as the long-run component. Moreover, models allowing the correlation dynamics to be...
Persistent link: https://www.econbiz.de/10010871326
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Current status and future advances for wind speed and power forecasting
Jung, Jaesung; Broadwater, Robert P. - In: Renewable and Sustainable Energy Reviews 31 (2014) C, pp. 762-777
This paper presents an overview of existing research on wind speed and power forecasting. It first discusses state-of-the-art wind speed and power forecasting approaches. Then, forecasting accuracy is presented based on variable factors. Finally, potential techniques to improve the accuracy of...
Persistent link: https://www.econbiz.de/10010744045
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On the characteristics of dynamic correlations between asset pairs
Jacobs, Michael <Jr.>; Karagozoglu, Ahmet K. - In: Research in international business and finance 32 (2014), pp. 60-82
Persistent link: https://www.econbiz.de/10010434475
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Semiparametric Approaches to the Prediction of Conditional Correlation Matrices in Finance
Herwartz, Helmut; Golosnoy, Vasyl - 2007
We consider the problem of ex-ante forecasting conditional correlation patterns using ultra high frequency data. Flexible semiparametric predictors referring to the class of dynamic panel and dynamic factor models are adopted for daily forecasts. The parsimonious set up of our approach allows to...
Persistent link: https://www.econbiz.de/10010296287
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Semiparametric Approaches to the Prediction of Conditional Correlation Matrices in Finance
Herwartz, Helmut; Golosnoy, Vasyl - Institut für Volkswirtschaftslehre, … - 2007
We consider the problem of ex-ante forecasting conditional correlation patterns using ultra high frequency data. Flexible semiparametric predictors referring to the class of dynamic panel and dynamic factor models are adopted for daily forecasts. The parsimonious set up of our approach allows to...
Persistent link: https://www.econbiz.de/10005082855
Saved in:
Cover Image
Forecasting correlations during the late-2000s financial crisis: short-run component, long-run component, and structural breaks
Audrino, Francesco - School of Economics and Political Science, Universität … - 2011
We empirically investigate the predictive power of the various components affecting correlations that have been recently introduced in the literature. We focus on models allowing for a flexible specification of the short-run component of correlations as well as the long-run component. Moreover,...
Persistent link: https://www.econbiz.de/10009003405
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