Multiple instruments and power

In the next two chapters, we consider extensions to IV methods to efficiently analyse data typically available in Mendelian randomization investigations. The first extension is the inclusion of multiple instrumental variables in a single analysis model, and the statistical issues arising. We consider the impact on statistical power, and discuss the practical issue of missing data, which can limit power gains.