Computational Methods for Risk Management in Economics and Finance

• Main Author: Resta, Marina (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
• Subjects: growth optimal portfolio; Wishart model; conditional Value-at-Risk (CoVaR); systemic risk; utility functions; current drawdown; risk measure; risk-based portfolios; capital market pricing model; systemic risk measures; Big Data; International Financial Reporting Standard 9; cartography; stock prices; copula models; CoVaR; quantitative risk management; auto-regressive; fractional Kelly allocation; independence assumption; deep learning; structural models; financial regulation; data science; efficient frontier; weighted logistic regression; estimation error; financial markets; capital allocation; multi-step ahead forecasts; target matrix; value at risk; random matrices; credit risk; portfolio theory; convex programming; admissible convex risk measures; non-stationarity; financial mathematics; quantile regression; Markowitz portfolio theory; shrinkage; loss given default; ordered probit
• Online Access: DOAB: download the publication; DOAB: description of the publication

At present, computational methods have received considerable attention in economics and finance as an alternative to conventional analytical and numerical paradigms. This Special Issue brings together both theoretical and application-oriented contributions, with a focus on the use of computational t...