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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