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Quantile convolutional neural networks for Value at Risk forecasting
Machine Learning with Applications
◽
10.1016/j.mlwa.2021.100096
◽
2021
◽
pp. 100096
Author(s):
Gábor Petneházi
Keyword(s):
Neural Networks
◽
At Risk
◽
Convolutional Neural Networks
◽
Value At Risk
◽
Risk Forecasting
Download Full-text
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References
Value-at-Risk Forecasting Ability of Filtered Historical Simulation for Non-Normal GARCH Returns
SSRN Electronic Journal
◽
10.2139/ssrn.2133238
◽
2012
◽
Cited By ~ 1
Author(s):
Christopher J. Adcock
◽
Nelson Areal
◽
Benilde Oliveira
Keyword(s):
At Risk
◽
Value At Risk
◽
Historical Simulation
◽
Risk Forecasting
Download Full-text
Data Driven Value-at-Risk Forecasting Using a SVR-GARCH-KDE Hybrid
SSRN Electronic Journal
◽
10.2139/ssrn.3176951
◽
2017
◽
Cited By ~ 1
Author(s):
Marius Lux
◽
Wolfgang K. HHrdle
◽
Stefan Lessmann
Keyword(s):
At Risk
◽
Value At Risk
◽
Data Driven
◽
Risk Forecasting
Download Full-text
Generalized value at risk forecasting
Communication in Statistics- Theory and Methods
◽
10.1080/03610926.2019.1610443
◽
2019
◽
Vol 49
(20)
◽
pp. 4988-4995
◽
Cited By ~ 8
Author(s):
Aerambamoorthy Thavaneswaran
◽
Alex Paseka
◽
Julieta Frank
Keyword(s):
At Risk
◽
Value At Risk
◽
Risk Forecasting
Download Full-text
Robust value-at-risk forecasting of Karachi Stock Exchange
Afro-Asian J of Finance and Accounting
◽
10.1504/aajfa.2017.10005178
◽
2017
◽
Vol 7
(2)
◽
pp. 130
Author(s):
Farhat Iqbal
Keyword(s):
At Risk
◽
Value At Risk
◽
Stock Exchange
◽
Risk Forecasting
Download Full-text
Hybrid method of using neural networks and ARMA model to forecast value at risk (VAR) in the Chinese stock market
Journal of Statistics and Management Systems
◽
10.1080/09720510.2008.10701360
◽
2008
◽
Vol 11
(6)
◽
pp. 1093-1108
Author(s):
Hae-Ching Chang
◽
Jian-Hsin Chou
◽
Cheng-Te Chen
◽
Chin-Shan Hsieh
Keyword(s):
Neural Networks
◽
At Risk
◽
Stock Market
◽
Hybrid Method
◽
Value At Risk
◽
Arma Model
◽
Chinese Stock Market
Download Full-text
Portfolio value-at-risk forecasting with GA-based extreme value theory
Expert Systems with Applications
◽
10.1016/j.eswa.2008.01.086
◽
2009
◽
Vol 36
(2)
◽
pp. 2503-2512
◽
Cited By ~ 32
Author(s):
Ping-Chen Lin
◽
Po-Chang Ko
Keyword(s):
At Risk
◽
Extreme Value Theory
◽
Value At Risk
◽
Value Theory
◽
Extreme Value
◽
Risk Forecasting
Download Full-text
Accurate value-at-risk forecasting based on the normal-GARCH model
Computational Statistics & Data Analysis
◽
10.1016/j.csda.2006.09.017
◽
2006
◽
Vol 51
(4)
◽
pp. 2295-2312
◽
Cited By ~ 48
Author(s):
Christoph Hartz
◽
Stefan Mittnik
◽
Marc Paolella
Keyword(s):
At Risk
◽
Value At Risk
◽
Garch Model
◽
Risk Forecasting
Download Full-text
Modelling commodity value at risk with Psi Sigma neural networks using open–high–low–close data
European Journal of Finance
◽
10.1080/1351847x.2012.744763
◽
2013
◽
Vol 21
(4)
◽
pp. 316-336
◽
Cited By ~ 5
Author(s):
Georgios Sermpinis
◽
Jason Laws
◽
Christian L. Dunis
Keyword(s):
Neural Networks
◽
At Risk
◽
Value At Risk
Download Full-text
Exponentially Smoothing the Skewed Laplace Distribution for Value-at-Risk Forecasting
Journal of Forecasting
◽
10.1002/for.2255
◽
2013
◽
Vol 32
(6)
◽
pp. 534-550
◽
Cited By ~ 18
Author(s):
Richard Gerlach
◽
Zudi Lu
◽
Hai Huang
Keyword(s):
At Risk
◽
Value At Risk
◽
Laplace Distribution
◽
Risk Forecasting
Download Full-text
Value‐at‐risk forecasting via dynamic asymmetric exponential power distributions
Journal of Forecasting
◽
10.1002/for.2719
◽
2020
◽
Author(s):
Lu Ou
◽
Zhibiao Zhao
Keyword(s):
At Risk
◽
Value At Risk
◽
Risk Forecasting
◽
Exponential Power
Download Full-text
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