Forecasting oil futures realized range‐based volatility with jumps, leverage effect, and regime switching: New evidence from MIDAS models

2021 ◽  
Author(s):  
Xinjie Lu ◽  
Feng Ma ◽  
Jiqian Wang ◽  
Jing Liu
2019 ◽  
Vol 65 (9) ◽  
pp. 4407-4421 ◽  
Author(s):  
Davidson Heath

This paper documents new evidence against perfect risk spanning in crude oil futures, and develops an affine futures pricing model that allows for unspanned macroeconomic factors. Compared to previous estimates, the oil spot premium is more volatile and strongly procyclical, which suggests that previous models miss the majority of variation in oil risk premiums. The estimates reveal a dynamic two-way relationship between oil futures and economic activity: productivity shocks are associated with higher oil prices, while oil price shocks affect economic activity by lowering future consumption spending. Unspanned macro factors also affect the valuation of real options. This paper was accepted by Karl Diether, finance.


2020 ◽  
Vol 9 (3) ◽  
pp. 1-25
Author(s):  
Faisal Khan ◽  
Sharif Ullah Jan

This research study analyses the role of size effect in detecting the pricing of risk, various volatility dynamics, and economic exposure of firm returns on the Pakistani stock market by employing monthly data for the period from 1998 to 2018. Three generalized autoregressive conditional heteroskedasticity models were applied: GARCH(1,1) for capturing different volatility dynamics, GARCH-M for pricing of risk, and EGARCH for asymmetric and leverage effect. The findings of the study are as follows: Firstly, the authors untie that pricing of risk is subject to considerable variations with respect to firm size. Secondly, in the process of detecting whether the firm size matters in the case of asymmetry and leverage effect, they find that it is indeed the case. Thirdly, size effect plays a substantial role in determining various volatility dynamics. Finally, they uncover that economic factors affect stock returns differently based on firm size, signifying the role of size effect.


2011 ◽  
Vol 21 (19) ◽  
pp. 1451-1461 ◽  
Author(s):  
Ohannes George Paskelian ◽  
M. Kabir Hassan ◽  
Kathryn Whittaker Huff

2012 ◽  
Author(s):  
Carl Chiarella ◽  
Boda Kang ◽  
Christina Nikitipoulos Sklibosios ◽  
Thuy Duong To

Energy ◽  
2021 ◽  
Vol 220 ◽  
pp. 119590
Author(s):  
Aviral Kumar Tiwari ◽  
Samia Nasreen ◽  
Shawkat Hammoudeh ◽  
Refk Selmi

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