The correlation between instruments and explanatory variables is a key determinant of the performance of the instrumental variables estimator. The R2 from regressing the explanatory variable on the instrument vector is a useful measure of relevance in univariate models, but can be misleading when there are multiple endogenous variables. This note proposes a computationally simple partial R2 measure of instrument relevance for multivariate models.
No takes yet. Share an insight, caveat, or question.
John Shea (1997) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: