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  • Search: person:"Chlebus, Marcin"
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Year of publication
Subject
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Forecasting model 18 Prognoseverfahren 18 Risikomaß 15 Risk measure 15 ARCH model 14 ARCH-Modell 14 Theorie 14 Theory 14 Artificial intelligence 11 Künstliche Intelligenz 11 machine learning 9 GARCH 7 Risikomanagement 7 Risk management 7 Time series analysis 7 Zeitreihenanalyse 7 Portfolio selection 6 Portfolio-Management 6 Value-at-Risk 6 Estimation 5 Schätzung 5 market risk 5 risk management 5 Market risk 4 Marktrisiko 4 Poland 4 Polen 4 Risk 4 Simulation 4 combined forecasts 4 forecasting 4 Ausreißer 3 CAViaR 3 Capital income 3 Estimation theory 3 Financial analysis 3 Finanzanalyse 3 GARCH models 3 Kapitaleinkommen 3 Machine learning 3
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Online availability
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Free 31 CC license 4 Undetermined 3
Type of publication
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Book / Working Paper 19 Article 15
Type of publication (narrower categories)
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Arbeitspapier 19 Graue Literatur 19 Non-commercial literature 19 Working Paper 19 Article in journal 9 Aufsatz in Zeitschrift 9 Article 5
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Language
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English 33 Undetermined 1
Author
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Chlebus, Marcin 34 Buczyński, Mateusz 6 Woźniak, Michał 4 Dyczko, Michał 3 Lis, Szymon 3 Cylwik, Stefan 2 Gabryelczyk, Renata 2 Szubzda, Filip 2 Barziy, Illya 1 Borowski, Piotr 1 Buczynski, Mateusz 1 Buczy´nski, Mateusz 1 Buczyńsk, Mateusz 1 Heba, Mateusz 1 Kłosok, Marta 1 Lewandowski, Michał 1 Nowak, Artur 1 Osika, Zuzanna 1 Schiffers, Aleksander 1 Stelmach, Marek 1 Świtała, Maciej Stefan 1
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Institution
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Uniwersytet Warszawski / Wydział Nauk Ekonomicznych 4
Published in...
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Working papers 19 Central European Economic Journal (CEEJ) 4 Central European economic journal 4 The journal of risk model validation 2 Computational economics 1 E-Finanse : finansowy kwartalnik internetowy 1 Ekonomia journal 1 Equilibrium : quarterly journal of economics and economic policy 1 e-Finanse: Financial Internet Quarterly 1
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Source
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ECONIS (ZBW) 28 EconStor 5 RePEc 1
Showing 1 - 10 of 34
Cover Image
Combining forecasts? Keep it simple
Lis, Szymon; Chlebus, Marcin - In: Central European Economic Journal (CEEJ) 10 (2023) 57, pp. 343-370
This study contrasts GARCH models with diverse combined forecast techniques for Commodities Value at Risk (VaR) modeling, aiming to enhance accuracy and provide novel insights. Employing daily returns data from 2000 to 2020 for gold, silver, oil, gas, and copper, various combination methods are...
Persistent link: https://www.econbiz.de/10015445999
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Cover Image
Combining forecasts? : keep it simple
Lis, Szymon; Chlebus, Marcin - In: Central European economic journal 10 (2023) 57, pp. 343-370
This study contrasts GARCH models with diverse combined forecast techniques for Commodities Value at Risk (VaR) modeling, aiming to enhance accuracy and provide novel insights. Employing daily returns data from 2000 to 2020 for gold, silver, oil, gas, and copper, various combination methods are...
Persistent link: https://www.econbiz.de/10014445140
Saved in:
Cover Image
From alchemy to analytics : unleashing the potential of technical analysis in predicting noble metal price movement
Chlebus, Marcin; Nowak, Artur - 2023
Persistent link: https://www.econbiz.de/10014307816
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Cover Image
GARCHNet: Value‑at‑risk forecasting with GARCH models based on neural networks
Buczynski, Mateusz; Chlebus, Marcin - In: Computational economics 63 (2024) 5, pp. 1949-1979
Persistent link: https://www.econbiz.de/10014550845
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Cover Image
Nvidia's stock returns prediction using machine learning techniques for time series forecasting problem
Chlebus, Marcin; Dyczko, Michał; Woźniak, Michał - In: Central European Economic Journal (CEEJ) 8 (2021) 55, pp. 44-62
Statistical learning models have profoundly changed the rules of trading on the stock exchange. Quantitative analysts try to utilise them predict potential profits and risks in a better manner. However, the available studies are mostly focused on testing the increasingly complex machine learning...
Persistent link: https://www.econbiz.de/10015445965
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Predicting football outcomes from Spanish league using machine learning models
Lewandowski, Michał; Chlebus, Marcin - 2021
Persistent link: https://www.econbiz.de/10012816703
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The effectiveness of Value-at-Risk models in various volatility regimes
Schiffers, Aleksander; Chlebus, Marcin - 2021
Persistent link: https://www.econbiz.de/10012816709
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GARCHNet - Value-at-Risk forecasting with novel approach to GARCH models based on neural networks
Buczyński, Mateusz; Chlebus, Marcin - 2021
Persistent link: https://www.econbiz.de/10012795155
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Cover Image
HCR & HCR-GARCH - novel statistical learning models for value at risk estimation
Woźniak, Michał; Chlebus, Marcin - 2021
Persistent link: https://www.econbiz.de/10012795164
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Cover Image
Comparison of the accuracy in VaR forecasting for commodities using different methods of combining forecasts
Lis, Szymon; Chlebus, Marcin - 2021
Persistent link: https://www.econbiz.de/10012795166
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