Essays on volatility and liquidity in financial markets
Jurdi, Doureige (2012) Essays on volatility and liquidity in financial markets. PhD thesis, Queensland University of Technology.
The price formation of financial assets is a complex process. It extends beyond the standard economic paradigm of supply and demand to the understanding of the dynamic behavior of price variability, the price impact of information, and the implications of trading behavior of market participants on prices. In this thesis, I study aggregate market and individual assets volatility, liquidity dimensions, and causes of mispricing for US equities over a recent sample period. How volatility forecasts are modeled, what determines intradaily jumps and causes changes in intradaily volatility and what drives the premium of traded equity indexes? Are they induced, for example, by the information content of lagged volatility and return parameters or by macroeconomic news, changes in liquidity and volatility? Besides satisfying our intellectual curiosity, answers to these questions are of direct importance to investors developing trading strategies, policy makers evaluating macroeconomic policies and to arbitrageurs exploiting mispricing in exchange-traded funds. Results show that the leverage effect and lagged absolute returns improve forecasts of continuous components of daily realized volatility as well as jumps. Implied volatility does not subsume the information content of lagged returns in forecasting realized volatility and its components. The reported results are linked to the heterogeneous market hypothesis and demonstrate the validity of extending the hypothesis to returns. Depth shocks, signed order flow, the number of trades, and resiliency are the most important determinants of intradaily volatility. In contrast, spread shock and resiliency are predictive of signed intradaily jumps. There are fewer macroeconomic news announcement surprises that cause extreme price movements or jumps than those that elevate intradaily volatility. Finally, the premium of exchange-traded funds is significantly associated with momentum in net asset value and a number of liquidity parameters including the spread, traded volume, and illiquidity. The mispricing of industry exchange traded funds suggest that limits to arbitrage are driven by potential illiquidity.
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|Item Type:||QUT Thesis (PhD)|
|Supervisor:||Verhoeven, Peter & How, Janice|
|Keywords:||realized volatility, jumps, asymmetric volatility, leverage effect, encompassing forecasts, model confidence set, liquidity, macroeconomic shocks, high frequency finance, intradaily jumps, intradaily volatility, flexible Fourier transform, market microstructure noise, optimal sampling frequency, exchange traded funds, DCC-GARCH, factor modeling, PANIC|
|Divisions:||Current > QUT Faculties and Divisions > QUT Business School
Current > Schools > School of Economics & Finance
|Institution:||Queensland University of Technology|
|Deposited On:||03 Jul 2013 07:37|
|Last Modified:||08 Sep 2015 03:06|
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