Shea, John.

Instrument Relevance in Multivariate Linear Models: A Simple Measure / John Shea. - Cambridge, Mass. National Bureau of Economic Research 1996. - 1 online resource: illustrations (black and white); - NBER technical working paper series no. t0193 . - Technical Working Paper Series (National Bureau of Economic Research) no. t0193. .

March 1996.

The correlation between instruments and explanatory variables is a key determinant of the performance of the instrumental variables estimator. The R-squared 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 paper proposes a computationally simple partial R- squared measure of instrument relevance for multivariate models.




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