Reliability of inference of directed climate networks using conditional mutual information
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Publication:742742
DOI10.3390/E15062023zbMath1296.62218OpenAlexW2115737548WikidataQ124683774 ScholiaQ124683774MaRDI QIDQ742742
Norbert Marwan, Milan Paluš, David Hartman, Jaroslav Hlinka, Jakob Runge, Martin Vejmelka, Juergen Kurths
Publication date: 19 September 2014
Published in: Entropy (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.3390/e15062023
Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12)
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Cites Work
- Unnamed Item
- The varimax criterion for analytic rotation in factor analysis
- Estimating the dimension of a model
- Partial directed coherence: a new concept in neural structure determination
- Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance
- Detecting phase synchronization in noisy systems.
- Complex networks: structure and dynamics
- INFERRING INDIRECT COUPLING BY MEANS OF RECURRENCES
- The Structure and Function of Complex Networks
- Investigating Causal Relations by Econometric Models and Cross-spectral Methods
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