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Scientific interests:
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Graphical models for stationary stochastic processes
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Nonparametric inference |
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Parametric inference and model selection for Gaussian processes |
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Categorical time series |
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GARCH processes and nonlinear time series models |
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Causal inference from graphical models
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Causality graphs |
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Intervention experiments and influence diagrams |
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Problem of confounding |
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Applications
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Identification of synaptic connections from neural spike train data |
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