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 | 379 | 2006 |
Granger causality and path diagrams for multivariate time series M Eichler Journal of Econometrics 137 (2), 334-353, 2007 | 316 | 2007 |
Causality and graphical models in time series analysis R Dahlhaus, M Eichler Oxford Statistical Science Series, 115-137, 2003 | 275 | 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 | 271 | 2009 |
Graphical modelling of multivariate time series M Eichler Probability Theory and Related Fields 153, 233-268, 2012 | 230 | 2012 |
A graphical approach for evaluating effective connectivity in neural systems M Eichler Philosophical Transactions of the Royal Society B: Biological Sciences 360 …, 2005 | 216 | 2005 |
Causal inference in time series analysis M Eichler Causality: Statistical perspectives and applications, 327-354, 2012 | 191 | 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 | 176 | 2017 |
Causal inference with multiple time series: principles and problems M Eichler Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013 | 159 | 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 | 158 | 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 | 153 | 1997 |
On the evaluation of information flow in multivariate systems by the directed transfer function M Eichler Biological cybernetics 94, 469-482, 2006 | 148 | 2006 |
Partial correlation analysis for the identification of synaptic connections M Eichler, R Dahlhaus, J Sandkühler Biological cybernetics 89 (4), 289-302, 2003 | 136 | 2003 |
On Granger causality and the effect of interventions in time series M Eichler, V Didelez Lifetime data analysis 16, 3-32, 2010 | 109 | 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 | 91 | 2000 |
Graphical modeling of dynamic relationships in multivariate time series M Eichler Handbook of time series analysis: Recent theoretical developments and …, 2006 | 87 | 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 | 72 | 2009 |
Testing nonparametric and semiparametric hypotheses in vector stationary processes M Eichler Journal of Multivariate Analysis 99 (5), 968-1009, 2008 | 70 | 2008 |
Causal reasoning in graphical time series models M Eichler, V Didelez arXiv preprint arXiv:1206.5246, 2012 | 66 | 2012 |
Fitting dynamic factor models to non-stationary time series M Eichler, G Motta, R Von Sachs Journal of Econometrics 163 (1), 51-70, 2011 | 55 | 2011 |