Rethinking financial contagion: Information transmission mechanism during the COVID-19 pandemic

L Yarovaya, J Brzeszczyński, JW Goodell… - Journal of International …, 2022 - Elsevier
Rapidly growing numbers of empirical papers assessing the financial effects of COVID-19
pandemic triggered an urgent need for a study summarising the existing knowledge of …

Extreme risk spillover effects of international oil prices on the Chinese stock market: A GARCH-EVT-Copula-CoVaR approach

J Zhao, L Cui, W Liu, Q Zhang - Resources Policy, 2023 - Elsevier
As one of the world's largest oil importer, China's economy is significantly influenced by oil
price fluctuations. This study investigates the risk spillover effect of international oil price on …

Market risk, financial distress and firm performance in Vietnam

DH Vo - PloS one, 2023 - journals.plos.org
In 2021, when the Covid-19 pandemic had a severe impact on the economy, a significant
number of enterprises in Vietnam temporarily suspended doing business. Previous studies …

Managing market risk for financial performance: experience from micro finance institutionin Kenya

PK Kahihu, DM Wachira, SM Muathe - Journal of Financial Regulation …, 2021 - emerald.com
Purpose The purpose of this study was to investigate on managing market risk and financial
performance, experience from microfinance institutions (MFIs) in Kenya …

Modeling of Machine Learning-Based Extreme Value Theory in Stock Investment Risk Prediction: A Systematic Literature Review

M Melina, Sukono, H Napitupulu, N Mohamed - Big Data, 2024 - liebertpub.com
The stock market is heavily influenced by global sentiment, which is full of uncertainty and is
characterized by extreme values and linear and nonlinear variables. High-frequency data …

[HTML][HTML] Severity modeling of extreme insurance claims for tariffication

C Laudagé, S Desmettre, J Wenzel - Insurance: Mathematics and …, 2019 - Elsevier
Generalized linear models are common instruments for the pricing of non-life insurance
contracts. They are used to estimate the expected frequency and severity of insurance …

[PDF][PDF] Investigating the risk spillover from crude oil market to BRICS stock markets based on Copula-POT-CoVaR models

K Liu, C Luo, Z Li - Quant. Financ. Econ, 2019 - aimspress.com
To investigate the risk spillover effect from crude oil market to BRICS stock markets, we
extend the Copula-CoVaR models by introducing the Peak-over-Threshold and construct …

Forecasting value-at-risk of financial markets under the global pandemic of COVID-19 using conditional extreme value theory

C Omar, S Mundia, I Ngina - 2020 - repository.dkut.ac.ke
The recent global pandemic of coronavirus (COVID-19) has had an enormous impact on the
financial markets across the world. It has created an unprecedented level of risk uncertainty …

Regime switching model for financial data: Empirical risk analysis

K Salhi, M Deaconu, A Lejay, N Champagnat… - Physica A: Statistical …, 2016 - Elsevier
This paper constructs a regime switching model for the univariate Value-at-Risk estimation.
Extreme value theory (EVT) and hidden Markov models (HMM) are combined to estimate a …

Downside risks in EU carbon and fossil fuel markets

JC Reboredo, M Ugando - Mathematics and Computers in Simulation, 2015 - Elsevier
Abstract The European Union carbon market is undergoing rapid development and its
interdependence with fossil fuel markets is increasingly important for energy investors. In …