Causality

lawsynth-causal supplies auditable graph and time-series utilities. It validates declared DAG structure, creates lagged observations, fits a small Granger-style nested autoregression, calculates Pearson dependence diagnostics, and exposes an E-value sensitivity bound.

These utilities preserve assumptions and diagnostics. They do not turn observational association or predictive improvement into an intervention claim.