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作者:Sun, Stephen Teng; Yannelis, Constantine
作者单位:Peking University; Stanford University
摘要:We use staggered banking deregulation across states in the United States to examine the impact of the resulting increased credit supply on college enrollment from the 1970s to the early 1990s. Our research design produces estimates that are not confounded by wealth effects due to changes in income or housing wealth. We find that lifting banking restrictions raises college enrollment by about 2.6 percentage points (4.9%). We rule out alternative interpretations by examining results for differen...
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作者:Hashmi, Aamir Rafique; Van Biesebroeck, Johannes
作者单位:National University of Singapore; KU Leuven
摘要:We specify and estimate a dynamic game to study the equilibrium relationship between market structure and innovation in the automobile industry. The quality of each firm's product for the average consumer, the key state variable, is modeled as stochastically increasing in innovation, the dynamic control, which is proxied by patent applications. Equilibrium innovation is a function of market structure, the vector of quality levels of all active firms, and the cost of R&D. Our main findings are ...
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作者:Ibragimov, Rustam; Mueller, Ulrich K.
作者单位:Imperial College London; Princeton University
摘要:Suppose estimating a model on each of a small number of potentially heterogeneous clusters yields approximately independent, unbiased, and Gaussian parameter estimators. We make two contributions in this setup. First, we show how to compare a scalar parameter of interest between treatment and control units using a two-sample t-statistic, extending previous results for the one-sample t-statistic. Second, we develop a test for the appropriate level of clustering; it tests the null hypothesis tha...