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-at-Risk (VaR) forecast that combines the forecasts of different VaR models. The robust forecast is based on the median of the point … VaR forecasts of a set of conditional volatility models. This risk management strategy is GFC-robust in the sense that …
Persistent link: https://www.econbiz.de/10013137384
We investigate the impact of order flow imbalance (OFI) on price movements in equity markets in a multi-asset setting. First, we show that taking into account multiple levels of the order book when defining order book imbalance leads to higher explanatory power for the contemporaneous price...
Persistent link: https://www.econbiz.de/10013309799
We forecast the realized and median realized volatility of agricultural commodities using variants of the Heterogeneous …-sample analysis shows that the variants of the HAR model which decompose volatility measures into their continuous path and jump … volatility decomposition or relative transformations of volatility, in the forecasting models …
Persistent link: https://www.econbiz.de/10012847924
electrification of global economies. However, their markets are characterized by high price volatility due to supply concentration …, low substitutability, and limited price elasticity. This paper provides a comprehensive analysis of the price volatility … visualization methods, we identify key features for accurate point and density forecasts. We evaluate various volatility models …
Persistent link: https://www.econbiz.de/10015190309
Given the emerging consensus from previous studies that crude oil and refined product (as well as crack spread) prices are cointegrated, this study examines the link between the crude oil spot and crack spread derivatives markets. Specifically, the usefulness of the two crack spread derivatives...
Persistent link: https://www.econbiz.de/10010520870
The ability of Google Trends data to forecast the number of new daily cases and deaths of COVID-19 is examined using a …, Granger causality tests, and an out-of-sample forecasting exercise with 18 competing models with a forecast horizon of 14 days …
Persistent link: https://www.econbiz.de/10012826063
We augment the HAR model with additional information channels to forecast realized volatility of WTI futures prices …
Persistent link: https://www.econbiz.de/10013239839
The ex-ante forecast of the SP500 index discussed in Fantazzini (2010a), covering the time sample 14 … the SP500 index trailed the forecasted values quite well, moving inside the forecast confidence bands for over a year …/08/2010, the stock market index never returned inside the forecast confidence bands. Additional evidence is then provided to show …
Persistent link: https://www.econbiz.de/10013117963
. (2010c). The robust forecast is based on the median of the point VaR forecasts of a set of conditional volatility models … selecting a Value-at-Risk (VaR) forecast that combines the forecasts of different VaR models, was proposed in McAleer et al … for the entire period. This paper presents evidence to support the claim that the median point forecast of VaR is …
Persistent link: https://www.econbiz.de/10013131430
We analyze the effects of the outbreak of the Russian-Ukrainian war on the volatility in commodity and financial … markets. The Russian invasion sharply raised the volatility of most assets, however, the scale of reactions was market … accuracy of volatility models and find the superiority of the modified Range GARCH model. Our findings reveal also a specific …
Persistent link: https://www.econbiz.de/10013406520