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.