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Kernel Method for Nonlinear Granger Causality
2 references·11 citing·30 second hop
Kernel Method for Nonlinear Granger Causality (2008)Kernel Method for Nonlinear Granger Causa…Causality detection based on information-theoretic approaches in time series analysis (2007)Causality detection based on …Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Investigating Causal Relation…INVESTOR SENTIMENT CONNECTEDNESS: EVIDENCE FROM LINEAR AND NONLINEAR CAUSALITY APPROACHES (2021)INVESTOR SENTIMENT CONNECTEDN…Data Science for Economics and Finance (2021)Data Science for Economics an…Measuring Granger Causality in Quantiles (2020)Measuring Granger Causality i…Synergy and redundancy in the Granger causal analysis of dynamical networks (2014)Synergy and redundancy in the…Synergy and redundancy in the Granger causal analysis of dynamical networks (2014)Synergy and redundancy in the…Simulation Study of Direct Causality Measures in Multivariate Time Series (2013)Simulation Study of Direct Ca…Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy (2012)Quantifying causal coupling s…Expanding the transfer entropy to identify information circuits in complex systems (2012)Expanding the transfer entrop…Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy (2012)Escaping the Curse of Dimensi…Multivariate causality tests with simulation and application (2011)Multivariate causality tests …Multivariate linear and nonlinear causality tests (2010)Multivariate linear and nonli…Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables (2009)Testing for Linear and Nonlinear Granger Causality in the Stock Price- Volume Relation (1994)Forecasting Economic Time Series (2000)Symbolic Transfer Entropy (2008)Unraveling the cause-effect relation between time series (2014)Complex network approaches to nonlinear time series analysis (2018)Macroeconomics and Reality (1980)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)Relationship between gold and stock markets during the global financial crisis: Evidence from nonlinear causality tests (2015)Stock market volatility and business cycle: Evidence from linear and nonlinear causality tests (2016)The Impact of Foreign Direct Investment on Environment Degradation: Evidence from Emerging Markets in Asia (2019)On Nonparametric Measures of Dependence for Random Variables (1981)Partial Mutual Information for Coupling Analysis of Multivariate Time Series (2007)Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package (2015)Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks (2016)Transfer entropy between multivariate time series (2016)Measurement of Linear Dependence and Feedback Between Multiple Time Series (1982)Investigating Causal Relations by Econometric Models and Cross-Spectral Methods (2010)Detecting Causality in Non-stationary Time Series Using Partial Symbolic Transfer Entropy: Evidence in Financial Data (2015)On the relationship between oil and gold before and after financial crisis: linear, nonlinear and time-varying causality testing (2015)Financial networks based on Granger causality: A case study (2017)Oil and the Macroeconomy since World War II (1983)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Testing for Granger non-causality in heterogeneous panels (2012)Causation entropy identifies indirect influences, dominance of neighbors and anticipatory couplings (2013)Direct-coupling information measure from nonuniform embedding (2013)Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations (2017)Cointegration and causality among the onshore and offshore markets for China's currency (2015)Equity Return Dispersion and Stock Market Volatility: Evidence from Multivariate Linear and Nonlinear Causality Tests (2019)Modelling Economic Growth, Carbon Emissions, and Fossil Fuel Consumption in China: Cointegration and Multivariate Causality (2019)
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References

  • 1969Investigating Causal Relations by Econometric Models and Cross-spectral Methods22,971 cited
  • 2007Causality detection based on information-theoretic approaches in time series analysis804 cited

Cited by

  • 2012Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy346 cited
  • 2012Quantifying causal coupling strength: A lag-specific measure for multivariate time series related to transfer entropy148 cited
  • 2010Multivariate linear and nonlinear causality tests118 cited
  • 2013Simulation Study of Direct Causality Measures in Multivariate Time Series103 cited
  • 2014Synergy and redundancy in the Granger causal analysis of dynamical networks91 cited
  • 2014Synergy and redundancy in the Granger causal analysis of dynamical networks86 cited
  • 2012Expanding the transfer entropy to identify information circuits in complex systems84 cited
  • 2011Multivariate causality tests with simulation and application44 cited
  • 2021Data Science for Economics and Finance42 cited
  • 2020Measuring Granger Causality in Quantiles35 cited
  • 2021INVESTOR SENTIMENT CONNECTEDNESS: EVIDENCE FROM LINEAR AND NONLINEAR CAUSALITY APPROACHES30 cited

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