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Local democracy's "public" input is heavily skewed towards older, whiter, more male, more liberal homeowners, and even removing remote access doesn't fix it.
Naive causal estimates of text effects are significantly biased due to text conflating treatment and covariate information, but this can be mitigated with covariate residualization.