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Big data analysis for financial risk management
6 references·15 citing·43 second hop
Big data analysis for financial risk management (2016)Big data analysis for financial risk mana…Econometric measures of connectedness and systemic risk in the finance and insurance sectors (2012)Econometric measures of conne…Systemic Risk Contributions (2011)Systemic Risk ContributionsMeasuring Systemic Risk (2010)Measuring Systemic RiskOn the h-index - A mathematical approach to a new measure of publication activity and citation impact (2006)On the h-index - A mathematic…An index to quantify an individual's scientific research output (2005)An index to quantify an indiv…ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)ON THE PRICING OF CORPORATE D…Big data in financial risk management: evidence, advances, and open questions: a systematic review (2025)Big data in financial risk ma…RETRACTED: Exploring the landscape of big data applications in librarianship: a bibliometric analysis of research trends and patterns (2024)RETRACTED: Exploring the land…Intelligent Risk Evaluation for Investment Banking IPO Business Based on Text Analysis (2024)Intelligent Risk Evaluation f…On the prediction of systemic risk tolerance of cryptocurrencies (2023)On the prediction of systemic…Large-scale data-driven financial risk management & analysis using machine learning strategies (2023)Large-scale data-driven finan…Big data pricing in marketplace lending and price discrimination against repeat borrowers: Evidence from China (2023)Big data pricing in marketpla…NETWORK RESILIENCE IN THE FINANCIAL SECTORS: ADVANCES, KEY ELEMENTS, APPLICATIONS, AND CHALLENGES FOR FINANCIAL STABILITY REGULATION (2022)NETWORK RESILIENCE IN THE FIN…Big data, big challenges: risk management of financial market in the digital economy (2021)Big data, big challenges: ris…An Investigative Testing of Structured and Unstructured Data Formats in Big Data Application Using Apache Spark (2021)An Investigative Testing of S…Technical Analysis on the Bitcoin Market: Trading Opportunities or Investors’ Pitfall? (2020)Technical Analysis on the Bit…Investor attention and bitcoin liquidity: Evidence from bitcoin tweets (2020)Investor attention and bitcoi…Credit risk and financial integration: An application of network analysis (2020)Credit risk and financial int…Modeling Price Volatility Based on a Genetic Programming Approach (2019)Modeling Price Volatility Bas…Application of systemic risk measurement methods: A systematic review and meta-analysis using a network approach (2018)Application of systemic risk …Managing default risk under trade credit: Who should implement Big-Data analytics in supply chains? (2017)Managing default risk under t…Does the h-index for ranking of scientists really work? (2005)An informetric model for the Hirsch-index (2006)Comparison of the Hirsch-index with standard bibliometric indicators and with peer judgment for 147 chemistry research groups (2006)Scaling the h-index for different scientific ISI fields (2007)The Hirsch index and related impact measures (2010)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Pricing of Options and Corporate Liabilities (1973)Option pricing when underlying stock returns are discontinuous (1976)The valuation of options for alternative stochastic processes (1976)An equilibrium characterization of the term structure (1977)Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches (2008)Deciphering the Liquidity and Credit Crunch 2007–2008 (2009)Size Anomalies in U.S. Bank Stock Returns (2014)The multi-layer network nature of systemic risk and its implications for the costs of financial crises (2015)Illiquidity and stock returns: cross-section and time-series effects (2002)Liquidity Risk and Expected Stock Returns (2003)How effective is China's cryptocurrency trading ban? (2021)How Elon Musk's Twitter Activity Moves Cryptocurrency Markets (2021)Investor attention and cryptocurrency: Evidence from the Bitcoin market (2021)Another look at the instrumental variable estimation of error-components models (1995)Financial Intermediation, Loanable Funds, and The Real Sector (1997)Bank lending during the financial crisis of 2008 (2009)A NEW MEASURE OF RANK CORRELATION (1938)Asset pricing and the bid-ask spread (1986)CoVaR (2016)Measuring Systemic Risk (2016)SRISK: A conditional capital shortfall measure of systemic risk (2017)Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers (2003)Digitisation, ‘Big Data’ and the transformation of accounting information (2014)Big data analytics in E-commerce: a systematic review and agenda for future research (2016)Evaluate the sustainable reuse strategy of the corporate financial management based on the big data model (2021)The trickle-down effect of big data use to predict organization innovation: the roles of business strategy alignment and information sharing (2022)The impact of the digital economy on Chinese enterprise innovation based on intermediation models with financing constraints (2023)MACHINE LEARNING METHODS FOR SYSTEMIC RISK ANALYSIS IN FINANCIAL SECTORS (2019)Application of innovative risk early warning mode under big data technology in Internet credit financial risk assessment (2020)Financial Literacy and Financial Risk Tolerance of Individual Investors: Multinomial Logistic Regression Approach (2020)Bibliometrics: The Leiden Manifesto for research metrics (2015)The bibliometric analysis of scholarly production: How great is the impact? (2015)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)A simple indicator of systemic risk (2012)Spillover Effects among Financial Institutions: A State-Dependent Sensitivity Value-at-Risk Approach (2014)Is there a competition-stability trade-off in European banking? (2016)
this work references cited by second hop

References

  • 2005An index to quantify an individual's scientific research output11,612 cited
  • 1974ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES*10,779 cited
  • 2012Econometric measures of connectedness and systemic risk in the finance and insurance sectors2,527 cited
  • 2011Systemic Risk Contributions343 cited
  • 2006On the h-index - A mathematical approach to a new measure of publication activity and citation impact314 cited
  • 2010Measuring Systemic Risk184 cited

Cited by

  • 2020Investor attention and bitcoin liquidity: Evidence from bitcoin tweets77 cited
  • 2021Big data, big challenges: risk management of financial market in the digital economy71 cited
  • 2023Large-scale data-driven financial risk management & analysis using machine learning strategies61 cited
  • 2020Credit risk and financial integration: An application of network analysis39 cited
  • 2017Managing default risk under trade credit: Who should implement Big-Data analytics in supply chains?38 cited
  • 2019Modeling Price Volatility Based on a Genetic Programming Approach34 cited
  • 2020Technical Analysis on the Bitcoin Market: Trading Opportunities or Investors’ Pitfall?34 cited
  • 2023On the prediction of systemic risk tolerance of cryptocurrencies34 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2018Application of systemic risk measurement methods: A systematic review and meta-analysis using a network approach27 cited
  • 2022NETWORK RESILIENCE IN THE FINANCIAL SECTORS: ADVANCES, KEY ELEMENTS, APPLICATIONS, AND CHALLENGES FOR FINANCIAL STABILITY REGULATION27 cited
  • 2025Big data in financial risk management: evidence, advances, and open questions: a systematic review23 cited
  • 2024RETRACTED: Exploring the landscape of big data applications in librarianship: a bibliometric analysis of research trends and patterns18 cited
  • 2023Big data pricing in marketplace lending and price discrimination against repeat borrowers: Evidence from China18 cited
  • 2021An Investigative Testing of Structured and Unstructured Data Formats in Big Data Application Using Apache Spark10 cited
  • 2024Intelligent Risk Evaluation for Investment Banking IPO Business Based on Text Analysis1 cited