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Modeling of Machine Learning-Based Extreme Value Theory in Stock Investment Risk Prediction: A Systematic Literature Review
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 …
characterized by extreme values and linear and nonlinear variables. High-frequency data …
Intelligent risk management system for enhancing performance of stock market applications
This paper proposes an intelligent risk management system in stock markets based on
indications of social media platforms. Based on a brief survey, we found that the literature …
indications of social media platforms. Based on a brief survey, we found that the literature …
Effectiveness of policy interventions during financial crises in China and Russia: Lessons for the COVID-19 pandemic
We test the hypothesis that policy interventions in crisis periods are less effective when
markets are integrated, drawing on China and Russia's experience during the global …
markets are integrated, drawing on China and Russia's experience during the global …
The effect of COVID-19 on Indian stock market volatility: can economic package control the uncertainty?
N Sreenu, AK Pradhan - Journal of Facilities Management, 2023 - emerald.com
Purpose The stock market has shown fluctuating degrees of volatility because of the recent
COVID-19 pandemic in India. The present research aims to investigate the effect of the …
COVID-19 pandemic in India. The present research aims to investigate the effect of the …
Examining the adaptive market hypothesis with calendar effects: International evidence and the impact of COVID-19
This study examines whether the adaptive market hypothesis (AMH) explains calendar
anomalies across 16 headline stock market indices in 10 markets. We employ the rolling …
anomalies across 16 headline stock market indices in 10 markets. We employ the rolling …
The comovement and causality between stock market cycle and business cycle in China: Evidence from a wavelet analysis
DK Si, XH Liu, X Kong - Economic Modelling, 2019 - Elsevier
This study aims to explore the comovement and causal relationship between the stock
market cycle and business cycle in China over the period from 1992Q1 to 2018Q1. While the …
market cycle and business cycle in China over the period from 1992Q1 to 2018Q1. While the …
The dependence structure between Chinese and other major stock markets using extreme values and copulas
SI Hussain, S Li - International Review of Economics & Finance, 2018 - Elsevier
This study employs the extreme value theory (EVT) and stochastic copulas to investigate the
dependence structure between the Chinese stock market and other major stock markets …
dependence structure between the Chinese stock market and other major stock markets …
Efficient market hypothesis for Malaysian extreme stock return: Peaks over a threshold method
This paper presents investigation on the efficient market hypothesis of extreme stock return
based on peaks over threshold method, by application of 10% Value at risk (VaR) quantile …
based on peaks over threshold method, by application of 10% Value at risk (VaR) quantile …
[PDF][PDF] Asset selection based on estimating stress-strength probabilities: The case of returns following three-parameter generalized extreme value distributions
FS Quintino, M Oliveira, PN Rathie, L Ozelim… - AIMS Math, 2024 - aimspress.com
Analyzing the statistical behavior of the assets' returns has shown to be an interesting
approach to perform asset selection. In this work, we explore a stress-strength reliability …
approach to perform asset selection. In this work, we explore a stress-strength reliability …
Assessing the Impact of Copula Selection on Reliability Measures of Type P(X < Y) with Generalized Extreme Value Marginals
RK Lima, FS Quintino, TA da Fonseca… - Modelling, 2024 - mdpi.com
In reliability studies, we are interested in the behaviour of a system when it interacts with its
surrounding environment. To assess the system's behaviour in a reliability sense, we can …
surrounding environment. To assess the system's behaviour in a reliability sense, we can …