Gold volatility prediction using a CNN-LSTM approach
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[1] Manoj Kumar Tiwari,et al. A real time clustering and SVM based price-volatility prediction for optimal trading strategy , 2014, Neurocomputing.
[2] Mark Joy,et al. Gold and the US dollar: Hedge or haven? , 2011 .
[3] Shigeyuki Hamori,et al. Gold prices and exchange rates: a time-varying copula analysis , 2014 .
[4] Yann LeCun,et al. Convolutional networks and applications in vision , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.
[5] Ludwig B. Chincarini,et al. A historical examination of optimal real return portfolios for non-US investors , 2010 .
[6] Marwan Izzeldin,et al. On forecasting daily stock volatility: The role of intraday information and market conditions , 2009 .
[7] D. Baur,et al. Institute for International Integration Studies Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence Is Gold a Safe Haven? International Evidence , 2022 .
[8] Andrew J. Patton. Volatility Forecast Comparison Using Imperfect Volatility Proxies , 2006 .
[9] Peter Reinhard Hansen,et al. The Model Confidence Set , 2010 .
[10] Terence C. Mills,et al. Gold as a hedge against the dollar , 2005 .
[11] K. Kroner,et al. Forecasting volatility in commodity markets , 1995 .
[12] B. Lucey,et al. Institute for International Integration Studies the Macroeconomic Determinants of Volatility in Precious Metals Markets the Macroeconomics Determinants of Volatility in Precious Metals Markets the Macroeconomic Determinants of Volatility in Precious Metals Markets the Macroeconomic Determinants of V , 2022 .
[13] Shuhui Wang,et al. Convolutional neural network-based hidden Markov models for rolling element bearing fault identification , 2017, Knowl. Based Syst..
[14] Jianping Yin,et al. A Stock Decision Support System Based on ELM , 2014 .
[15] Stefan Trück,et al. Modelling and forecasting volatility in the gold market , 2012 .
[16] J. Chua,et al. Diversifying with Gold Stocks , 1990 .
[17] P. K. Dash,et al. An evolutionary hybrid Fuzzy Computationally Efficient EGARCH model for volatility prediction , 2016, Appl. Soft Comput..
[18] Hong Miao,et al. Impact of macroeconomic news on metal futures , 2012 .
[19] Juan C. Reboredo,et al. Is gold a safe haven or a hedge for the US dollar? Implications for risk management , 2013 .
[20] Ha Young Kim,et al. Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models , 2018, Expert Syst. Appl..
[21] E. Zavadskas,et al. Forecasting gold price changes by using adaptive network fuzzy inference system , 2012 .
[22] Nicholas Apergis,et al. Can gold prices forecast the Australian dollar movements , 2014 .
[23] Erkan Topal,et al. An overview of global gold market and gold price forecasting , 2010 .
[24] Asger Lunde,et al. Choosing the Best Volatility Models: The Model Confidence Set Approach , 2003 .
[25] Werner Kristjanpoller,et al. A stock market risk forecasting model through integration of switching regime, ANFIS and GARCH techniques , 2018, Appl. Soft Comput..
[26] Sepp Hochreiter,et al. The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions , 1998, Int. J. Uncertain. Fuzziness Knowl. Based Syst..
[27] Robert R. Johnson,et al. Spillover Effects Among Gold, Stocks, and Bonds , 2010 .
[28] Elliot Saltzman,et al. Hybrid convolutional neural networks for articulatory and acoustic information based speech recognition , 2017, Speech Commun..
[29] L. Amaral,et al. Duality between Time Series and Networks , 2011, PloS one.
[30] T. Bollerslev,et al. Generalized autoregressive conditional heteroskedasticity , 1986 .
[31] Werner Kristjanpoller,et al. Gold price volatility: A forecasting approach using the Artificial Neural Network-GARCH model , 2015, Expert Syst. Appl..
[32] Don Bredin,et al. Does Gold Glitter in the Long-Run? Gold as a Hedge and Safe Haven Across Time and Investment Horizon , 2014 .
[33] R. Engle. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation , 1982 .
[34] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[35] B. Lucey,et al. Institute for International Integration Studies Is Gold a Hedge or a Safe Haven? an Analysis of Stocks, Bonds and Gold Is Gold a Hedge or a Safe Haven? an Analysis of Stocks, Bonds and Gold , 2022 .
[36] Juan C. Reboredo,et al. Can gold hedge and preserve value when the US dollar depreciates , 2014 .
[37] Yue Zhang,et al. Deep Learning for Event-Driven Stock Prediction , 2015, IJCAI.
[38] Hakan Gunduz,et al. Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations , 2017, Knowl. Based Syst..
[39] Vojtech Franc,et al. Learning CNNs from weakly annotated facial images , 2018, Image Vis. Comput..
[40] Antonino Parisi,et al. Forecasting gold price changes: Rolling and recursive neural network models , 2008 .
[41] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[42] B. Lucey,et al. A power GARCH examination of the gold market , 2007 .