Instrumental variable
= Instrumental variable
{title2=$Z$}
An <instrumental variable> changes an <exposure> or <treatment> but affects the outcome only through that <exposure>. Together, <instrument relevance>, <instrumental-variable independence>, and the <exclusion restriction> identify <causal effects> under suitable structural assumptions.