Michael Eichler
Michael Eichler
Associate Professor for Econometrics, Maastricht University
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Testing for directed influences among neural signals using partial directed coherence
B Schelter, M Winterhalder, M Eichler, M Peifer, B Hellwig, B Guschlbauer, ...
Journal of neuroscience methods 152 (1-2), 210-219, 2006
Granger causality and path diagrams for multivariate time series
M Eichler
Journal of Econometrics 137 (2), 334-353, 2007
Causality and graphical models in time series analysis
R Dahlhaus, M Eichler
Oxford Statistical Science Series, 115-137, 2003
Assessing the strength of directed influences among neural signals using renormalized partial directed coherence
B Schelter, J Timmer, M Eichler
Journal of neuroscience methods 179 (1), 121-130, 2009
Graphical modelling of multivariate time series
M Eichler
Probability Theory and Related Fields 153, 233-268, 2012
A graphical approach for evaluating effective connectivity in neural systems
M Eichler
Philosophical Transactions of the Royal Society B: Biological Sciences 360 …, 2005
Causal inference in time series analysis
M Eichler
Causality: Statistical perspectives and applications, 327-354, 2012
Graphical modeling for multivariate Hawkes processes with nonparametric link functions
M Eichler, R Dahlhaus, J Dueck
Journal of Time Series Analysis 38 (2), 225-242, 2017
Causal inference with multiple time series: principles and problems
M Eichler
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
A graphical vector autoregressive modelling approach to the analysis of electronic diary data
B Wild, M Eichler, HC Friederich, M Hartmann, S Zipfel, W Herzog
BMC medical research methodology 10, 1-13, 2010
Identification of synaptic connections in neural ensembles by graphical models
R Dahlhaus, M Eichler, J Sandkühler
Journal of neuroscience methods 77 (1), 93-107, 1997
On the evaluation of information flow in multivariate systems by the directed transfer function
M Eichler
Biological cybernetics 94, 469-482, 2006
Partial correlation analysis for the identification of synaptic connections
M Eichler, R Dahlhaus, J Sandkühler
Biological cybernetics 89 (4), 289-302, 2003
On Granger causality and the effect of interventions in time series
M Eichler, V Didelez
Lifetime data analysis 16, 3-32, 2010
Cross-spectral analysis of tremor time series
J Timmer, M Lauk, S Häußler, V Radt, B Köster, B Hellwig, B Guschlbauer, ...
international Journal of Bifurcation and chaos 10 (11), 2595-2610, 2000
Graphical modeling of dynamic relationships in multivariate time series
M Eichler
Handbook of time series analysis: Recent theoretical developments and …, 2006
Computing Maximum Likelihood Estimates in Recursive Linear Models with Correlated Errors.
M Drton, M Eichler, TS Richardson
Journal of Machine Learning Research 10 (10), 2009
Testing nonparametric and semiparametric hypotheses in vector stationary processes
M Eichler
Journal of Multivariate Analysis 99 (5), 968-1009, 2008
Causal reasoning in graphical time series models
M Eichler, V Didelez
arXiv preprint arXiv:1206.5246, 2012
Locally stationary functional time series
A van Delft, M Eichler
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Artículos 1–20