Wald estimator (${\hat{\beta }}_{\mathrm{Wald}}$)

For a binary instrumental variable $Z$, exposure $X$, and outcome $Y$, the Wald estimator is the ratio of the instrument's effect on the outcome to its effect on the exposure:Under instrumental-variable assumptions it estimates a causal effect.