Consistency

Definition

${\hat{\mathbf{\theta }}}_n\stackrel{p}{\to }\mathbf{\theta }$

A Statistic ${\hat{\mathbf{\theta }}}_n$ is called consistent estimator of $\mathbf{\theta }$ if $\hat{\mathbf{\theta }}$ converges in probability to $\mathbf{\theta }$