Computational Methods for Risk Management in Economics and Finance

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...

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Главный автор: Resta, Marina
Формат: Online
Язык:английский
Опубликовано: MDPI - Multidisciplinary Digital Publishing Institute 2021
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Online-ссылка:45985
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author Resta, Marina
author_browse Resta, Marina
author_facet Resta, Marina
author_sort Resta, Marina
collection Directory of Open Access Books
description 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 techniques in finance and economics. Examined topics span on issues at the center of the literature debate, with an eye not only on technical and theoretical aspects but also very practical cases.
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institution Directory of Open Access Books
language eng
publishDate 2021
publishDateRange 2021
publishDateSort 2021
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-437052023-12-20T15:54:23Z Computational Methods for Risk Management in Economics and Finance Resta, Marina HG1-9999 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 bic Book Industry Communication::W Lifestyle, sport & leisure::WC Antiques & collectables::WCF Coins, banknotes, medals, seals (numismatics) 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 techniques in finance and economics. Examined topics span on issues at the center of the literature debate, with an eye not only on technical and theoretical aspects but also very practical cases. 2021-02-11T10:19:08Z 2021-02-11T10:19:08Z 2020-06-09 16:38:57 2020 book 45985 9783039284993 9783039284986 https://directory.doabooks.org/handle/20.500.12854/43705 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/2159 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-03928-499-3 10.3390/books978-3-03928-499-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783039284993 9783039284986 234 open access
spellingShingle HG1-9999
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
bic Book Industry Communication::W Lifestyle, sport & leisure::WC Antiques & collectables::WCF Coins, banknotes, medals, seals (numismatics)
Resta, Marina
Computational Methods for Risk Management in Economics and Finance
title Computational Methods for Risk Management in Economics and Finance
title_full Computational Methods for Risk Management in Economics and Finance
title_fullStr Computational Methods for Risk Management in Economics and Finance
title_full_unstemmed Computational Methods for Risk Management in Economics and Finance
title_short Computational Methods for Risk Management in Economics and Finance
title_sort computational methods for risk management in economics and finance
topic HG1-9999
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
bic Book Industry Communication::W Lifestyle, sport & leisure::WC Antiques & collectables::WCF Coins, banknotes, medals, seals (numismatics)
topic_facet HG1-9999
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
bic Book Industry Communication::W Lifestyle, sport & leisure::WC Antiques & collectables::WCF Coins, banknotes, medals, seals (numismatics)
url 45985
work_keys_str_mv AT restamarina computationalmethodsforriskmanagementineconomicsandfinance