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Title:Enhancing the predictability of crude oil markets with hybrid wavelet approaches Author(s):UDDIN, Gazi Salah; GENCAY, Ramazan; BEKIROS, Stelios D.
; SAHAMKHADAM, MaziarDate:2019Citation:
- Economics letters, 2019, Vol. 182, pp. 50-54
Type:ArticleAbstract:We explore the robustness, efficiency and accuracy of the multi-scale forecasting in crude oil markets. We adopt a novel hybrid wavelet auto-ARMA model to detect the inherent nonlinear dynamics of crude oil returns with ...

Title:Long-range memory, distributional variation and randomness of bitcoin volatility Author(s):LAHMIRI, Salim; BEKIROS, Stelios D.
; SALVI, AntonioDate:2018Citation:
- Chaos solitons & fractals, 2018, Vol. 107, pp. 43-48
Type:ArticleAbstract:We investigate the nonlinear patterns of volatility in seven Bitcoin markets. In particular, we explore the fractional long-range dependence in conjunction with the potential inherent stochasticity of volatility time series ...

Title:The informational dynamics of meanvariance relationships in fertilizer markets : an entropic investigation Author(s):LAHMIRI, Salim; BEKIROS, Stelios D.
Date:2018Citation:
- Entropy, 2018, Vol. 20, No. 9, Art. 677
Type:ArticleAbstract:The riskreturn trade-off is a fundamental relationship that has received a large amount of attention in financial and economic analysis. Indeed, it has important implications for understanding linear dynamics in price ...

Title:Exponential GARCH modeling with realized measures of volatility Author(s):HANSEN, Peter Reinhard; HUANG, ZhuoDate:2016Citation:
- Journal of business & economic statistics, 2016, Vol. 34, No. 2, pp. 269-287
Type:ArticleAbstract:We introduce the realized exponential GARCH model that can use multiple realized volatility measures for the modeling of a return series. The model specifies the dynamic properties of both returns and realized measures, ...
Title:Estimating the persistence and the autocorrelation function of a time series that is measured with error Author(s):HANSEN, Peter Reinhard; LUNDE, AsgerDate:2014Citation:
- Econometric theory, 2014, Vol. 30, No. 1, pp. 60-93
Type:ArticleAbstract: is motivated by the recent literature on realized volatility measures that are imperfect estimates of actual volatility. In an empirical analysis using realized measures for the Dow Jones industrial average stocks, we ...