Transfer Entropy for Nonparametric Granger Causality Detection: An Evaluation of Different Resampling Methods
The information-theoretical concept transfer entropy is an ideal measure for detecting conditional independence, or Granger causality in a time series setting. The recent literature indeed witnesses an increased interest in applications of entropy-based tests in this direction. However, those tests...
| Published in: | Entropy |
|---|---|
| Main Authors: | Cees Diks, Hao Fang |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2017-07-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/1099-4300/19/7/372 |
Similar Items
A Consistent Nonparametric Test for Granger Non-Causality Based on the Transfer Entropy
by: Cees Diks, et al.
Published: (2020-10-01)
by: Cees Diks, et al.
Published: (2020-10-01)
Transfer Entropy Granger Causality between News Indices and Stock Markets in U.S. and Latin America during the COVID-19 Pandemic
by: Semei Coronado, et al.
Published: (2022-10-01)
by: Semei Coronado, et al.
Published: (2022-10-01)
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality
by: Chanlin Yi, et al.
Published: (2022-01-01)
by: Chanlin Yi, et al.
Published: (2022-01-01)
A review of the Granger-causality fallacy
by: Mariusz Maziarz
Published: (2015-05-01)
by: Mariusz Maziarz
Published: (2015-05-01)
Asymmetric and Time-Varying Lag Structures in Bitcoin’s Kimchi Premium: Rolling-Window Evidence from Granger Causality and Transfer Entropy
by: Insu Choi
Published: (2026-04-01)
by: Insu Choi
Published: (2026-04-01)
Designing Bivariate Auto-Regressive Timeseries with Controlled Granger Causality
by: Shohei Hidaka, et al.
Published: (2021-06-01)
by: Shohei Hidaka, et al.
Published: (2021-06-01)
R&D Investment, Financial and Environmental Performance Nexuses via Bootstrap Fourier Quantiles Granger Causality Test
by: Feng-Li Lin
Published: (2021-05-01)
by: Feng-Li Lin
Published: (2021-05-01)
Multivariate Conditional Granger Causality Analysis for Lagged Response of Soil Respiration in a Temperate Forest
by: Peter S. Curtis, et al.
Published: (2013-10-01)
by: Peter S. Curtis, et al.
Published: (2013-10-01)
Granger causality in the frequency domain: derivation and applications
by: Vinicius Lima, et al.
by: Vinicius Lima, et al.
Tourism Development and Air Pollution in Caribbean SIDs: A Bootstrap Panel Granger Causality Analysis
by: Olugbenga A. Onafowora, et al.
Published: (2020-12-01)
by: Olugbenga A. Onafowora, et al.
Published: (2020-12-01)
GRANGER CAUSALITY TESTS FOR PRECIOUS METALS RETURNS.
by: Monika Krawiec, et al.
Published: (2015-06-01)
by: Monika Krawiec, et al.
Published: (2015-06-01)
On the Validity of Granger Causality for Ecological Count Time Series
by: Konstantinos G. Papaspyropoulos, et al.
Published: (2024-05-01)
by: Konstantinos G. Papaspyropoulos, et al.
Published: (2024-05-01)
Granger Causality Analysis between Consumption of Electricity, Natural Gas, Oil Products, and Value Added in Industrial Sub-Sectors of Iran: A Bootstrap Panel Approach
by: Leila Eghbali, et al.
Published: (2020-03-01)
by: Leila Eghbali, et al.
Published: (2020-03-01)
Editorial: Granger causality and information transfer in physiological systems: basic research and applications
by: Sonia Charleston-Villalobos, et al.
Published: (2023-10-01)
by: Sonia Charleston-Villalobos, et al.
Published: (2023-10-01)
Bias Adjustment for a Nonparametric Entropy Estimator
by: Zhiyi Zhang, et al.
Published: (2013-05-01)
by: Zhiyi Zhang, et al.
Published: (2013-05-01)
Koruyucu Sağlık Hizmetleri İş Gücü Verimliliğini Artırır mı? Bootstrap Panel Granger Nedensellik Testine Dayalı Ekonometrik Bir Analiz
by: Binnaz Çoban, et al.
Published: (2025-03-01)
by: Binnaz Çoban, et al.
Published: (2025-03-01)
The relationship between energy security and military expenditures: A Bootstrap Panel Granger Causality Analysis for energy exporter countries
by: Gökhan Kartal
Published: (2023-01-01)
by: Gökhan Kartal
Published: (2023-01-01)
Risk Transmission of Trade Price Fluctuations from a Nickel Chain Perspective: Based on Systematic Risk Entropy and Granger Causality Networks
by: Xuanru Zhou, et al.
Published: (2022-08-01)
by: Xuanru Zhou, et al.
Published: (2022-08-01)
Frequency Domain Repercussions of Instantaneous Granger Causality
by: Luiz A. Baccalá, et al.
Published: (2021-08-01)
by: Luiz A. Baccalá, et al.
Published: (2021-08-01)
Heterogeneous Graphical Granger Causality by Minimum Message Length
by: Kateřina Hlaváčková-Schindler, et al.
Published: (2020-12-01)
by: Kateřina Hlaváčková-Schindler, et al.
Published: (2020-12-01)
Does the environmental Kuznets curve for deforestation exist for Ghana? Evidence from the bootstrap rolling window Granger causality test approach
by: Michael Kaku Minlah, et al.
Published: (2021-12-01)
by: Michael Kaku Minlah, et al.
Published: (2021-12-01)
Credible Granger-Causality Inference with Modest Sample Lengths: A Cross-Sample Validation Approach
by: Richard A. Ashley, et al.
Published: (2014-03-01)
by: Richard A. Ashley, et al.
Published: (2014-03-01)
Granger Causality on forward and Reversed Time Series
by: Martina Chvosteková, et al.
Published: (2021-03-01)
by: Martina Chvosteková, et al.
Published: (2021-03-01)
Neural connectivity in Epilepsy as measured by Granger Causality
by: Robert eCoben, et al.
Published: (2015-07-01)
by: Robert eCoben, et al.
Published: (2015-07-01)
Investigating the Causal Relationship between Poverty and Corruption in the Middle Eastern Countries (Granger-Hsiao, Toda and Yamamoto Causality Approach in Panel Data)
by: Hadis Piri, et al.
Published: (2023-09-01)
by: Hadis Piri, et al.
Published: (2023-09-01)
Information-theoretic measures for nonlinear causality detection: application to social media sentiment and cryptocurrency prices
by: Z. Keskin, et al.
Published: (2020-09-01)
by: Z. Keskin, et al.
Published: (2020-09-01)
Bibliometric Analysis of Granger Causality Studies
by: Weng Siew Lam, et al.
Published: (2023-04-01)
by: Weng Siew Lam, et al.
Published: (2023-04-01)
Modelling the Effects of Currency Exchange Rate Volatility on Philippine Balance of Trade Using Granger Causality Test
by: Charlotte Sarsaba, et al.
Published: (2025-06-01)
by: Charlotte Sarsaba, et al.
Published: (2025-06-01)
Investigating the Air Travel-Tourism Relationship Using Granger Causality Analysis: The Case of Turkish Destinations
by: Yaşar Mehmet
Published: (2024-04-01)
by: Yaşar Mehmet
Published: (2024-04-01)
Efficient computation and statistical assessment of transfer entropy
by: Patrick eBoba, et al.
Published: (2015-03-01)
by: Patrick eBoba, et al.
Published: (2015-03-01)
A Pitfall in Using the Characterization of Granger Non-Causality in Vector Autoregressive Models
by: Umberto Triacca
Published: (2015-04-01)
by: Umberto Triacca
Published: (2015-04-01)
A BOOTSTRAP APPROACH TO TESTING FOR SYMMETRY IN THE GRANGER AND LEE ASYMMETRIC ERROR CORRECTION MODEL
by: Henry De-Graft Acquah
Published: (2012-11-01)
by: Henry De-Graft Acquah
Published: (2012-11-01)
Causality Analysis with Information Geometry: A Comparison
by: Heng Jie Choong, et al.
Published: (2023-05-01)
by: Heng Jie Choong, et al.
Published: (2023-05-01)
Nonparametric Causal Structure Learning in High Dimensions
by: Shubhadeep Chakraborty, et al.
Published: (2022-02-01)
by: Shubhadeep Chakraborty, et al.
Published: (2022-02-01)
Synergy and redundancy in the Granger causal analysis of dynamical networks
by: Sebastiano Stramaglia, et al.
Published: (2014-01-01)
by: Sebastiano Stramaglia, et al.
Published: (2014-01-01)
ANALISIS KETERKAITAN KETERSEDIAAN INFRASTRUKTUR DENGAN PERTUMBUHAN EKONOMI DI INDONESIA: PENDEKATAN ANALISIS GRANGER CAUSALITY
by: Lesta Karolina B Sembanyang
Published: (2015-12-01)
by: Lesta Karolina B Sembanyang
Published: (2015-12-01)
A Bayesian Nonparametric Learning Approach to Ensemble Models Using the Proper Bayesian Bootstrap
by: Marta Galvani, et al.
Published: (2021-01-01)
by: Marta Galvani, et al.
Published: (2021-01-01)
Transfer Entropy Expressions for a Class of Non-Gaussian Distributions
by: Mehrdad Jafari-Mamaghani, et al.
Published: (2014-03-01)
by: Mehrdad Jafari-Mamaghani, et al.
Published: (2014-03-01)
Testing the Granger causality for commodity mutual funds in Poland and commodity prices
by: Monika Krawiec
Published: (2012-08-01)
by: Monika Krawiec
Published: (2012-08-01)
The thalamus is the causal hub of intervention in patients with major depressive disorder: Evidence from the Granger causality analysis
by: Chengxiao Yang, et al.
Published: (2023-01-01)
by: Chengxiao Yang, et al.
Published: (2023-01-01)
Similar Items
-
A Consistent Nonparametric Test for Granger Non-Causality Based on the Transfer Entropy
by: Cees Diks, et al.
Published: (2020-10-01) -
Transfer Entropy Granger Causality between News Indices and Stock Markets in U.S. and Latin America during the COVID-19 Pandemic
by: Semei Coronado, et al.
Published: (2022-10-01) -
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality
by: Chanlin Yi, et al.
Published: (2022-01-01) -
A review of the Granger-causality fallacy
by: Mariusz Maziarz
Published: (2015-05-01) -
Asymmetric and Time-Varying Lag Structures in Bitcoin’s Kimchi Premium: Rolling-Window Evidence from Granger Causality and Transfer Entropy
by: Insu Choi
Published: (2026-04-01)
