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Applying deep learning method in TVP-VAR model under systematic financial risk monitoring and early warning
16 references·5 citing·58 second hopsampled
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A Computational Economics Model of Early Warning Systems with Interpretable Multi-Variable LSTM based on Mixture Attention (2023)Does ESG Predict Systemic Ban…Revisiting the financial market interdependence during COVID-19 times: a study of green bonds, cryptocurrency, commodities and other financial markets (2022)Revisiting the financial mark…Enterprise Financial Risk Early Warning Using BP Neural Network Under Internet of Things and Rough Set Theory (2022)Enterprise Financial Risk Ear…A novel study on deep learning framework to predict and analyze the financial time series information (2021)A novel study on deep learnin…CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Common risk factors in the returns on stocks and bonds (1993)Econometric Analysis of Cross Section and Panel Data (2001)Dissecting Characteristics Nonparametrically (2017)The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation (2021)What greenium matters in the stock market? 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References

  • 2016Big data analytics and firm performance: Effects of dynamic capabilities2,466 cited
  • 2016Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations1,571 cited
  • 2014Toward Scalable Systems for Big Data Analytics: A Technology Tutorial1,098 cited
  • 2017Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management947 cited
  • 2017Big data analytics capabilities: a systematic literature review and research agenda888 cited
  • 2017Hidden power of the Big Three? Passive index funds, re-concentration of corporate ownership, and new financial risk453 cited
  • 2017Next-Generation Big Data Analytics: State of the Art, Challenges, and Future Research Topics366 cited
  • 2017Customer experience management in hospitality360 cited
  • 2016Time-Varying Risk Premium in Large Cross-Sectional Equity Data Sets280 cited
  • 2017Impact of Publicly Financed Health Insurance Schemes on Healthcare Utilization and Financial Risk Protection in India: A Systematic Review260 cited
  • 2015The systemic risk of European banks during the financial and sovereign debt crises206 cited
  • 2018Analyzing the trend of O2O commerce by bilingual text mining on social media198 cited
  • 2017Fiscal developments and financial stress: a threshold VAR analysis158 cited
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Elimination of systemic risk in financial networks by means of a systemic risk transaction tax
107 cited
  • 2016Cost overruns and financial risk in the construction of nuclear power reactors: A critical appraisal65 cited
  • 2017Out-of-pocket expenditure and financial protection in the Chilean health care system—A systematic review51 cited
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    • 2021A novel study on deep learning framework to predict and analyze the financial time series information37 cited
    • 2023Three-stage research framework to assess and predict the financial risk of SMEs based on hybrid method20 cited
    • 2023Does ESG Predict Systemic Banking Crises? A Computational Economics Model of Early Warning Systems with Interpretable Multi-Variable LSTM based on Mixture Attention18 cited
    • 2022Enterprise Financial Risk Early Warning Using BP Neural Network Under Internet of Things and Rough Set Theory17 cited