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  • Search: subject:"Distributional forecast"
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Year of publication
Subject
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asymmetric heavy-tails 6 non-stationarity 6 nonparametric regression 6 volatility 6 distributional forecast 5 Forecasting model 4 Prognoseverfahren 4 Theorie 4 Theory 4 Value at Risk (VaR) 4 heteroscedastic asset returns 4 innovation modelling 4 Bias Correction 2 Distributional Forecast 2 Goodness of Fit 2 Insurance 2 Loss 2 Outside View 2 Prediction 2 Verlust 2 Versicherung 2 covariance matrix 2 empirical studies 2 heteroscedasticity 2 innovation modeling 2 multivariate distributional forecast 2 Absatz 1 Aggregate Loss reserving 1 Aggregate loss reserving 1 Bias 1 Crew scheduling 1 Distributional forecast 1 Ensemble learning 1 Forecast 1 Linear Pool 1 Mathematical programming 1 Mathematische Optimierung 1 Personaleinsatzplanung 1 Production planning 1 Produktionsplanung 1
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Online availability
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Free 10
Type of publication
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Book / Working Paper 7 Article 4
Type of publication (narrower categories)
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Working Paper 4 Article in journal 3 Aufsatz in Zeitschrift 3 Arbeitspapier 1 Article 1 Graue Literatur 1 Non-commercial literature 1
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Language
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English 8 German 2 Undetermined 1
Author
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Gürtler, Marc 6 Rauh, Ronald 6 Avanzi, Benjamin 2 Kreiss, Jens-Peter 2 Li, Yanfeng 2 Theising, Etienne 2 Wied, Dominik 2 Wong, Bernard 2 Xian, Alan 2 Ziggel, Daniel 2 Gans, Noah 1 Korolev, Nikolay 1 McCord, Alan 1 Shen, Haipeng 1 Zhou, Yong-Pin 1
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Institution
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Department Wirtschaftswissenschaften, Technische Universität Carolo-Wilhelmina zu Braunschweig 3
Published in...
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Working Paper Series 3 Working Papers / Department Wirtschaftswissenschaften, Technische Universität Carolo-Wilhelmina zu Braunschweig 3 Journal of Forecasting 1 Journal of forecasting 1 Manufacturing & service operations management : M & SOM 1 Scandinavian actuarial journal 1 UNSW Business School Research Paper 1
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Source
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ECONIS (ZBW) 4 EconStor 4 RePEc 3
Showing 1 - 10 of 11
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Ensemble distributional forecasting for insurance loss reserving
Avanzi, Benjamin; Li, Yanfeng; Wong, Bernard; Xian, Alan - In: Scandinavian actuarial journal 2024 (2024) 9, pp. 971-1012
Persistent link: https://www.econbiz.de/10015188234
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Reference class selection in similarity-based forecasting of corporate sales growth
Theising, Etienne; Wied, Dominik; Ziggel, Daniel - In: Journal of forecasting 42 (2023) 5, pp. 1069-1085
Persistent link: https://www.econbiz.de/10014338812
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Reference class selection in similarity‐based forecasting of corporate sales growth
Theising, Etienne; Wied, Dominik; Ziggel, Daniel - In: Journal of Forecasting 42 (2022) 5, pp. 1069-1085
This paper proposes a general method to handle forecasts exposed to behavioral bias by finding appropriate outside views, in our case corporate sales forecasts of analysts. The idea is to find reference classes, that is, peer groups, for each analyzed company separately that share similarities...
Persistent link: https://www.econbiz.de/10014504017
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Ensemble Distributional Forecasting for Insurance Loss Reserving
Avanzi, Benjamin; Li, Yanfeng; Wong, Bernard; Xian, Alan - 2022
Loss reserving generally focuses on identifying a single model that can generate superior predictive performance. However, different loss reserving models specialise in capturing different aspects of loss data. This is recognised in practice in the sense that results from different models are...
Persistent link: https://www.econbiz.de/10014243400
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Empirical studies in a multivariate non-stationary, nonparametric regression model for financial returns
Gürtler, Marc; Rauh, Ronald - 2013
In this paper we analyze a multivariate non-stationary regression model empirically. With the knowledge about unconditional heteroscedasticty of financial returns, based on univariate studies and a congruent paradigm in Gürtler and Rauh (2009), we test for a time-varying covariance structure...
Persistent link: https://www.econbiz.de/10010311041
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Empirical studies in a multivariate non-stationary, nonparametric regression model for financial returns
Gürtler, Marc; Rauh, Ronald - Department Wirtschaftswissenschaften, Technische … - 2013
In this paper we analyze a multivariate non-stationary regression model empirically. With the knowledge about unconditional heteroscedasticty of financial returns, based on univariate studies and a congruent paradigm in Gürtler and Rauh (2009), we test for a time-varying covariance structure...
Persistent link: https://www.econbiz.de/10010985506
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Shortcomings of a parametric VaR approach and nonparametric improvements based on a non-stationary return series model
Gürtler, Marc; Rauh, Ronald - 2009
A non-stationary regression model for financial returns is examined theoretically in this paper. Volatility dynamics are modelled both exogenously and deterministic, captured by a nonparametric curve estimation on equidistant centered returns. We prove consistency and asymptotic normality of a...
Persistent link: https://www.econbiz.de/10010307938
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A non-stationary approach for financial returns with nonparametric heteroscedasticity
Gürtler, Marc; Kreiss, Jens-Peter; Rauh, Ronald - 2009
A non-stationary regression model for financial returns is examined theoretically in this paper. Volatility dynamics are modelled both exogenously and deterministic, captured by a nonparametric curve estimation on equidistant centered returns. We prove consistency and asymptotic normality of a...
Persistent link: https://www.econbiz.de/10010307946
Saved in:
Cover Image
Shortcomings of a parametric VaR approach and nonparametric improvements based on a non-stationary return series model
Gürtler, Marc; Rauh, Ronald - Department Wirtschaftswissenschaften, Technische … - 2009
A non-stationary regression model for financial returns is examined theoretically in this paper. Volatility dynamics are modelled both exogenously and deterministic, captured by a nonparametric curve estimation on equidistant centered returns. We prove consistency and asymptotic normality of a...
Persistent link: https://www.econbiz.de/10009646422
Saved in:
Cover Image
A non-stationary approach for financial returns with nonparametric heteroscedasticity
Gürtler, Marc; Kreiss, Jens-Peter; Rauh, Ronald - Department Wirtschaftswissenschaften, Technische … - 2009
A non-stationary regression model for financial returns is examined theoretically in this paper. Volatility dynamics are modelled both exogenously and deterministic, captured by a nonparametric curve estimation on equidistant centered returns. We prove consistency and asymptotic normality of a...
Persistent link: https://www.econbiz.de/10009646426
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