We extend the theoretical basis of the empirical literature on the effects of R&D subsidies by providing an estimable model of strategic interaction among subsidy applicants, and public and private sector R&D financiers. Our model incorporates fixed R&D costs and a cost of external finance. We...

This paper studies the welfare effects of Ramp;D subsidies. We develop a model of continuous optimal treatment with outcome heterogeneity where the treatment outcome depends on applicant investment. The model takes into account heterogeneous application costs and identifies the treatment effect...

We conduct a welfare analysis of R&D subsidies and tax credits using a model of innovation policy in corporating externalities, limited R&D participation and finanial market imperfetions. We estimate the model using R&D projet level data from Finland. The optimal R&D tax credit rate (0.24) is...

Whether or not banks are engaged in ex ante monitoring of customers may have important consequences for the whole economy.We approach this question via a model in which banks can invest in either information acquisition or market power (product differentiation). The two alternatives generate...

We construct a model of innovation incorporating R&D externalities, R&D participation, financial market imperfections, and application and allocation of R&D subsidies, estimate it using Finnish R&D project level data and conduct a welfare analysis. The intensive, not the extensive R&D margin is...