Professor Dave Allen
People_

Professor Dave Allen

Address
F07 - Carslaw Building
The University of Sydney
Professor Dave Allen
Project titleResearch student
Dealing with Curses of Dimensionality in High-Dimensional Financial Functional Time Series data.Leonard MUSHUNJE

Selected publications

Publications

Books

  • Singh, A., Allen, D. (2017). R in Finance and Economics: A Beginner's Guide. Singapore: World Scientific Publishing. [More Information]

Book Chapters

  • Allen, D., Kalev, P., Peiris, M., Singh, A. (2019). Currency Spillover Effects between the US Dollar and Some Major Currencies and Exchange Rate Forecasts Based on Neural Nets. In Sabri Boubaker, Duc Khuong Nguyen (Eds.), Handbook of Global Financial Markets; Transformations, Dependence, and Risk Spillovers, (pp. 199-220). Singapore: World Scientific Publishing. [More Information]
  • Golab, A., Allen, D., Powell, R. (2015). Aspects of Volatility and Correlations in European Emerging Economies. In Not known (Eds.), Emerging Markets and Sovereign Risk, (pp. 59-80). TBC. [More Information]
  • Allen, D., McAleer, M., Singh, A. (2015). Machine News and Volatility: The Dow Jones Industrial Average and the TRNA Real-Time High-Frequency Sentiment Series. In Greg N Gregoriou (Eds.), Handbook of High Frequency Trading, (pp. 327-344). London: Academic Press. [More Information]

Journals

  • Gadhi, A., Peiris, M., Allen, D., Hunt, R. (2025). Optimal Time Series Forecasting Through the GARMA Model. Econometrics, 13(1), 3-1-3-23. [More Information]
  • Allen, D., Mushunje, L., Peiris, M. (2024). GANs and synthetic financial data: calculating VaR*. Applied Economics. [More Information]
  • Gadhi, A., Peiris, S., Allen, D. (2024). Improving Volatility Forecasting: A Study through Hybrid Deep Learning Methods with WGAN. Journal of Risk and Financial Management, 17, Article 38-1-Article 38-20. [More Information]

Conferences

  • Allen, D., Mushunje, L., Peiris, M. (2023). GANs through the looking glass: How real is the fake financial data created by Generative Adversarial Neural Nets? The 25th International Congress on Modelling and Simulation (MODSIM2023), Australia: Modelling and Simulation Society of Australia and New Zealand Inc (MSSANZ).
  • Allen, D., McAleer, M., Powell, R., Singh, A. (2015). A volatility impulse response analysis applying multivariate GARCH models and news events around the GFC. MODSIM2015, 21st International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2015, Gold Coast: Modelling and Simulation Society of Australia and New Zealand Inc (MSSANZ).
  • Allen, D., Powell, R., Singh, A. (2015). Quantile regression, VaR and CVAR. An empirical beta comparison of the techniques in relation to credit risk. MODSIM2015, 21st International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2015, Gold Coast: Modelling and Simulation Society of Australia and New Zealand Inc (MSSANZ).

2025

  • Gadhi, A., Peiris, M., Allen, D., Hunt, R. (2025). Optimal Time Series Forecasting Through the GARMA Model. Econometrics, 13(1), 3-1-3-23. [More Information]

2024

  • Allen, D., Mushunje, L., Peiris, M. (2024). GANs and synthetic financial data: calculating VaR*. Applied Economics. [More Information]
  • Gadhi, A., Peiris, S., Allen, D. (2024). Improving Volatility Forecasting: A Study through Hybrid Deep Learning Methods with WGAN. Journal of Risk and Financial Management, 17, Article 38-1-Article 38-20. [More Information]
  • Allen, D. (2024). The correlation between Australian Excess Deaths by State and Booster Vaccinations. Medical Research Archives, 12(7), 1-8. [More Information]

2023

  • Allen, D., McAleer, M. (2023). Drawbacks in the 3-Factor Approach of Fama and French (2018). Annals of Financial Economics, 18(1), 224001-1-224001-26. [More Information]
  • Allen, D., Alghalith, M., Wong, W. (2023). Editorial: Statement for the Special Issue in Honor of Michael McAleer. Annals of Financial Economics, 18(1), 2302001-1-2302001-8. [More Information]
  • Allen, D. (2023). Excess Deaths and Excess Covid Booster Vaccine Doses - are they related? Medical Research Archives, 11(12), Article 4841-1-Article 4841-27. [More Information]

2022

  • Allen, D., McAleer, M. (2022). "Generalized Measures of Correlation for Asymmetry, Nonlinearity, and Beyond": Some Antecedents on Causality. Journal of the American Statistical Association, 117(537), 214-224. [More Information]
  • Allen, D. (2022). Cryptocurrencies, Diversification and the COVID-19 Pandemic. Journal of Risk and Financial Management, 15(3), Article 103 - 1-Article 103 - 25. [More Information]
  • Allen, D., McAleer, M. (2022). Trump’s COVID‑19 tweets and Dr. Fauci’s emails. Scientometrics, 127(3), 1643-1655. [More Information]

2021

  • Allen, D., McAleer, M. (2021). A Nonlinear Autoregressive Distributed Lag (NARDL) Analysis of the FTSE and S&P500 Indexes. Risks, 9, 195. [More Information]
  • Pineda, S., Nikolova-Krstevski, V., Leimena, C., Atkinson, A., Altekoester, A., Cox, C., Jacoby, A., Huttner, I., Ju, Y., Soka, M., Allen, D., et al (2021). Conserved Role of the Large Conductance Calcium-Activated Potassium Channel, KCa11, in Sinus Node Function and Arrhythmia Risk. Circulation. Genomic and Precision Medicine, 14(2), e003144. [More Information]
  • Allen, D., McAleer, M. (2021). Flattening the curve in risk management of COVID-19: Do lockdowns work? Annals of Financial Economics, 15(4), 2050011. [More Information]

2020

  • Allen, D., McAleer, M. (2020). A Nonlinear Autoregressive Distributed Lag (NARDL) Analysis of West Texas Intermediate Oil Prices and the DOW JONES Index. Energies, 13(4011), 1-11. [More Information]
  • Asai, M., Peiris, M., McAleer, M., Allen, D. (2020). Cointegrated Dynamics for a Generalized Long Memory Process: Application to Interest Rates. Journal of Time Series Econometrics, 12(1), Article 20180024 - 1-Article 20180024 - 18. [More Information]
  • Allen, D., McAleer, M. (2020). Do We Need Stochastic Volatility and Generalised Autoregressive Conditional Heteroscedasticity? Comparing Squared End-Of-Day Returns on FTSE. Risks, 8, 1-20. [More Information]

2019

  • Allen, D., Kalev, P., Peiris, M., Singh, A. (2019). Currency Spillover Effects between the US Dollar and Some Major Currencies and Exchange Rate Forecasts Based on Neural Nets. In Sabri Boubaker, Duc Khuong Nguyen (Eds.), Handbook of Global Financial Markets; Transformations, Dependence, and Risk Spillovers, (pp. 199-220). Singapore: World Scientific Publishing. [More Information]
  • Allen, D., McAleer, M., Singh, A. (2019). Daily market news sentiment and stock prices. Applied Economics, 51(30), 3212-3235. [More Information]
  • Allen, D., McAleer, M. (2019). Fake News and Propaganda: Trump's Democratic America and Hitler's National Socialist (Nazi) Germany. Sustainability, 11(19), 1-19. [More Information]

2018

  • Allen, D., Chang, C., McAleer, M., Singh, A. (2018). A cointegration analysis of agricultural, energy and bio-fuel spot, and futures prices. Applied Economics, 50(7), 804-823. [More Information]
  • Allen, D., McAleer, M. (2018). Fake news and indifference to scientific fact: President Trump's confused tweets on global warming, climate change and weather. Scientometrics, 117(1), 625-629. [More Information]
  • Allen, D., Allen, D., McAleer, M., McAleer, M., Reid, D. (2018). Fake news and indifference to truth: Dissecting tweets and state of the union addresses by presidents Obama and Trump. Advances in Decision Sciences, 22.

2017

  • Allen, D., McAleer, M., Singh, A. (2017). An entropy-based analysis of the relationship between the DOW JONES Index and the TRNA Sentiment series. Applied Economics, 49(7), 677-692. [More Information]
  • Ng, K., Peiris, M., Chan, J., Allen, D., Ng, K. (2017). Efficient modelling and forecasting with range based volatility models and its application. North American Journal of Economics and Finance, 42, 448-460. [More Information]
  • Allen, D. (2017). Practical Aspects of R in Finance, Management Information and Decision Sciences. Journal of Management Information and Decision Sciences, 20(December 2017 - Special Issue), 1-10.

2016

  • Allen, D., McAleer, M., Powell, R., Singh, A. (2016). A capital adequacy buffer model. Applied Economics Letters, 23(3), 175-179. [More Information]
  • Allen, D., McAleer, M., Powell, R., Singh, A. (2016). Down-Side Risk Metrics as Portfolio Diversification Strategies across the Global Financial Crisis. Journal of Risk and Financial Management, 9(2), 1-18. [More Information]
  • Allen, D., McAleer, M., Peiris, M., Singh, A. (2016). Nonlinear Time Series and Neural-Network Models of Exchange Rates between the US Dollar and Major Currencies. Risks, 4(7), 1-14. [More Information]

2015

  • Allen, D., McAleer, M., Powell, R., Singh, A. (2015). A volatility impulse response analysis applying multivariate GARCH models and news events around the GFC. MODSIM2015, 21st International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2015, Gold Coast: Modelling and Simulation Society of Australia and New Zealand Inc (MSSANZ).
  • Golab, A., Allen, D., Powell, R. (2015). Aspects of Volatility and Correlations in European Emerging Economies. In Not known (Eds.), Emerging Markets and Sovereign Risk, (pp. 59-80). TBC. [More Information]
  • Allen, D., McAleer, M., Singh, A. (2015). Machine News and Volatility: The Dow Jones Industrial Average and the TRNA Real-Time High-Frequency Sentiment Series. In Greg N Gregoriou (Eds.), Handbook of High Frequency Trading, (pp. 327-344). London: Academic Press. [More Information]

2014

  • Allen, D., McAleer, M., Scharth, M. (2014). Asymmetric Realized Volatility Risk. Journal of Risk and Financial Management, 7(2), 80-109. [More Information]
  • Allen, D., Kalev, P., McAleer, M., Singh, A. (2014). Nonparametric Multiple Change-Point Analysis of the Responses of Asian Markets to the Global Financial Crisis. In David Lee Kuo Chuen, Greg N Gregoriou (Eds.), Handbook of Asian Finance: REITs, Trading, and Fund Performance, (pp. 267-284). San Diego, USA: Academic Press. [More Information]
  • Golab, A., Allen, D., Powell, R., Yap, G. (2014). Volatility and Spillover Effects of Central and Eastern Europe: Impact of EU Enlargement. In Mohammed Arouri, Sabri Boubaker, Duc Nguyen (Eds.), Emerging Markets and the Global Economy: A Handbook, (pp. 449-482). Oxford: Academic Press. [More Information]

2013

  • Allen, D., McAleer, M., Powell, R., Singh, A. (2013). A Non-Parametric and Entropy Based Analysis of the Relationship between the VIX and S&P 500. Journal of Risk and Financial Management, 6, 6-30. [More Information]
  • Allen, D., Ng, K., Peiris, M. (2013). Estimating and simulating Weibull models of risk or price durations: An application to ACD models. North American Journal of Economics and Finance, 25, 214-225. [More Information]
  • Allen, D., Singh, A., Powell, R. (2013). EVT and tail-risk modelling: Evidence from market indices and volatility series. North American Journal of Economics and Finance, 26, 355-369. [More Information]

2012

  • Allen, D., Powell, R. (2012). The fluctuating default risk of Australian banks. Australian Journal of Management, 37(2), 297-325. [More Information]
  • Allen, D., Faff, R. (2012). The Global Financial Crisis: Some attributes and responses. Accounting and Finance, 52(1), 1-7. [More Information]

2011

  • Yap, G., Allen, D. (2011). Investigating other leading indicators influencing Australian domestic tourism demand. Mathematics and Computers in Simulation, 81(7), 1365-1374. [More Information]

2009

  • Allen, D., Lazarov, Z., McAleer, M., Peiris, M. (2009). Comparison of Alternative ACD Models via density and interval forecasts: Evidence from the Australian Stock Market. Mathematics and Computers in Simulation, 79(8), 2535-2555. [More Information]

2008

  • Allen, D., Chan, F., McAleer, M., Peiris, M. (2008). Finite sample properties of the QMLE for the Log-ACD model: Application to Australian stocks. Journal of Econometrics, 147(1), 163-185. [More Information]
  • Allen, D., Cheng, A., Comerton-Forde, C., Yang, J. (2008). Returns, Volatility, and Liquidity on the ASX - Undisclosed versus Disclosed limit Orders. In Lhabitant, F and Gregoriou, G (Eds.), Stock Market Liquidity - Implications for Market Microstructure and Asset Pricing, (pp. 227-245). New Jersey, USA: John Wiley & Sons.

2005

  • Allen, D., Peiris, M., Yang, J. (2005). An examination of the role of time and its impact on price revision. Australian Journal of Management, 30(2), 283-301.
  • Peiris, M., Allen, D., Yang, W. (2005). Some statistical models for durations and an application to News Corporation stock prices. Mathematics and Computers in Simulation, 68(05-Jun), 549-556. [More Information]

2004

  • Peiris, M., Allen, D., Thavaneswaran, A. (2004). An Introduction to Generalized Moving Average Models and Applications. Journal of Applied Statistical Science, 13(3), 251-267.