Using deep learning techniques, we introduce a novel measure for production process heterogeneity across industries. For each pair of industries during 1990-2021, we estimate the functional distance between two industries’ production processes via deep neural network. Our estimates uncover the und...
Keywords:
Deep learning, production process heterogeneity, M&A’s, integration synergy, the boundaries of the firm