A Constraint Optimization Approach to Causal Discovery from Subsampled Time Series Data
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We consider causal structure estimation from time series data in which measurements are obtained at a coarser timescale than the causal timescale of the underlying system. Previous work has shown that such subsampling can lead to significant errors about the s... ...
