industries. Yet, the connection between agglomeration and corporate investment remains underexplored. We develop a model of … relationship between industry uncertainty/knowledge intensity and the proximity of headquarters (patent inventors). Additionally …, we exploit techniques designed to estimate peer effects, and we find that the strength of investment externalities is …