The DOI matches its Crossref record; 177 of the 177 references it cites were found in a registry or an index.
Causality detection based on information-theoretic approaches in time series analysis
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Citations
Cites
A Mathematical Theory of Communication
Shannon, C. E. (1948) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1948.tb01338.x · Cited by 88,486
Maximum Likelihood from Incomplete Data Via the EM Algorithm
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1977.tb01600.x · Cited by 50,444
Elements of Information Theory
Cover, T. M., & Thomas, J. A. (2001) · Wiley eBooks · doi:10.1002/0471200611 · Cited by 36,808
Learning representations by back-propagating errors
Rumelhart, D. E., Hinton, G. E., & Williams, R. J. (1986) · Nature · doi:10.1038/323533a0 · Cited by 31,892
Neural Networks: A Comprehensive Foundation
Haykin, S. (1998) · Cited by 30,070
Gelman, A., Carlin, J. B., Stern, H. S., & Rubin, D. B. (2003) · doi:10.1201/9780429258480 · Cited by 27,276
Investigating causal relations by econometric models and cross-spectral methods
Granger, C. W. J. (1969) · Econometrica · doi:10.2307/1912791 · Cited by 22,989
On Information and Sufficiency
Kullback, S., & Leibler, R. A. (1951) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177729694 · Cited by 20,193
Neural networks for pattern recognition
(1994) · Choice Reviews Online · doi:10.5860/choice.31-5500 · Cited by 18,538
Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables
Owen, D. B., Abramowitz, M., & Stegun, I. A. (1965) · Technometrics · doi:10.2307/1266136 · Cited by 16,138
Cited by
Transfer entropy—a model-free measure of effective connectivity for the neurosciences
Vicente, R., Wibral, M., Lindner, M., & Pipa, G. (2011) · Journal of Computational Neuroscience · doi:10.1007/s10827-010-0262-3 · Cited by 1,014
Causal network reconstruction from time series: From theoretical assumptions to practical estimation
Runge, J. (2018) · Chaos: An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.5025050 · Cited by 422
Unraveling the cause-effect relation between time series
Liang, X. S. (2014) · Physical Review E · doi:10.1103/physreve.90.052150 · Cited by 409
Phanerozoic Earth System Evolution and Marine Biodiversity
Hannisdal, B., & Peters, S. E. (2011) · Science · doi:10.1126/science.1210695 · Cited by 231
Verkhivker, G. M., Agajanian, S., Hu, G., & Tao, P. (2020) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2020.00136 · Cited by 76
Metadata
- Authors
- HLAVACKOVASCHINDLER, K., PALUS, M., VEJMELKA, M., & BHATTACHARYA, J.
- Venue
- Physics Reports
- Publisher
- Elsevier BV
- Published
- 2007-03
- Volume
- 441
- Issue
- 1
- Pages
- 1-46
- ISSN
- 0370-1573 (ISSN-L)
- OpenAlex
- W2024472792
- Cited by
- 800
- References
- 177
- FWCI
- 57.92
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Causality detection based on information-theoretic approaches in time series analysis. https://app.cochat.ai/papers/10.1016/j.physrep.2006.12.004
- The paper
- HLAVACKOVASCHINDLER, K., PALUS, M., VEJMELKA, M., & BHATTACHARYA, J. (2007). Causality detection based on information-theoretic approaches in time series analysis. Physics Reports. https://doi.org/10.1016/j.physrep.2006.12.004
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
