The pitfall of instrumental variables in big data: What the rule of thumb can't give you

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, pp. 2118.0-2124.0, 2019.

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Abstract:

Background: Instrumental variables (IVs) have become much easier to find in the "Big data era" which has increased the number of applications of the Two-Stage Least Squares model (TSLS). With the increased availability of IVs, the possibility that these IVs are weak has increased. Prior work has suggested a 'rule of thumb' that IVs with a...More

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