Search Results for author: Giuseppe Storti

Found 3 papers, 0 papers with code

A multivariate semi-parametric portfolio risk optimization and forecasting framework

no code implementations11 Jul 2022 Giuseppe Storti, Chao Wang

We develop a novel multivariate semi-parametric modelling approach to portfolio Value-at-Risk (VaR) and Expected Shortfall (ES) forecasting.

Portfolio Optimization

Modelling uncertainty in financial tail risk: a forecast combination and weighted quantile approach

no code implementations11 Apr 2021 Giuseppe Storti, Chao Wang

A novel forecast combination and weighted quantile based tail-risk forecasting framework is proposed, aiming to reduce the impact of modelling uncertainty in tail-risk forecasting.

Nonparametric Expected Shortfall Forecasting Incorporating Weighted Quantiles

no code implementations11 May 2020 Giuseppe Storti, Chao Wang

The proposed models are applied to 7 stock market indices and their forecasting performances are compared to those of a range of parametric, non-parametric and semi-parametric models, including GARCH, Conditional AutoRegressive Expectile (CARE), joint VaR and ES quantile regression models and simple average of quantiles.

Time Series Time Series Analysis

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