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volatility) associated with financial returns, was the portmanteau statistic for non-causality in variance of Cheng and Ng (1996 … the paper is to derive a simple test for causality in volatility that provides regularity conditions arising from the …
Persistent link: https://www.econbiz.de/10011556246
volatility) associated with financial returns was the portmanteau statistic for non-causality in the variance of Cheng and Ng … affect the power of the test. The purpose of the paper is to derive a simple test for causality in volatility that provides …
Persistent link: https://www.econbiz.de/10011654183
behind narrative sign restrictions and allows to extract time varying contemporaneous effects and volatility transmission … from conventional reduced form volatility models with dynamic correlations. We find the market value of banking …
Persistent link: https://www.econbiz.de/10011903210
Recently several large volatility matrix estimation procedures have been developed for factor-based Ito processes whose … integrated volatility matrix consists of low-rank and sparse matrices. Their performance depends on the accuracy of input … volatility matrix estimators. When estimating co-volatilities based on high-frequency data, one of the crucial challenges is non …
Persistent link: https://www.econbiz.de/10012941597
(prescribed, for instance, by the “broken windows” theory of crime) should not be credited with reducing the violent crime rate …
Persistent link: https://www.econbiz.de/10011884489
This paper discusses pairing double/debiased machine learning (DDML) with stacking, a model averaging method for combining multiple candidate learners, to estimate structural parameters. We introduce two new stacking approaches for DDML: short-stacking exploits the cross-fitting step of DDML to...
Persistent link: https://www.econbiz.de/10014454715
of volatility in finance for portfolio allocation, derivative pricing and risk management. The method has a two … average realized volatility processes can achieve a convergence rate close to OP(n−4/9) , which is better than the convergence … based on average realized volatility processes indeed performs better than that based on the price processes. Empirically …
Persistent link: https://www.econbiz.de/10011568279
If the intensity parameter in a jump diffusion model is identically zero, then parameters characterizing the jump size density cannot be identified. In general, this lack of identification precludes consistent estimation of identified parameters. Hence, it should be standard practice to...
Persistent link: https://www.econbiz.de/10010361470
This paper focuses on volatility of financial markets, which is one of the most important issues in finance, especially … where the concept of volatility estimators (consistent, unbiased and the most efficient) is of crucial concern. Our … intention was to find the best estimator of true volatility taking into account the latest investigations in finance literature …
Persistent link: https://www.econbiz.de/10013045823
individual stocks. We provide an inference framework for all components of the model, including idiosyncratic volatility and …
Persistent link: https://www.econbiz.de/10012894411