We investigate the behaviour of the Lasso for selecting invalid instruments in linear instrumental variables models for … American Statistical Association). Invalid instruments are such that they fail the exclusion restriction and enter the model as … explanatory variables. We show that for this setup, the Lasso may not select all invalid instruments in large samples if they are …