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Many methods of estimating causal models do not provide estimates of confidence in the resulting model. In this work, a metric is proposed for validating the output of a causal model fit; the robustness of the model structure with resampled data. The metric is developed for time series causal models, but is also applicable to non-time series data. The proposed metric may be utilized regardless of the method selected for fitting the causal model. We find that with synthetically generated data,arXiv:1602.02198v1 fatcat:vquovsmzunbkhblc2546lxkk4m