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In this study, we analyzed the forecasting and nowcasting performance of a generalized regression neural network (GRNN). We provide evidence from Monte Carlo simulations for the relative forecast performance of GRNN depending on the data-generating process. We show that GRNN outperforms an...
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direct test of the optimal deterrence theory of antitrust crimes.Regressions are fitted to a sample of the corporations that … collusion. However, U.S. fines do not conform to the theory's predictions about the probability of detection and conviction of …
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I study the predictability of the EC’s merger decision procedure before and after the 2004 merger policy reform based on a dataset covering all affected markets of mergers with an official decision documented by DG Comp between 1990 and 2014. Using the highly flexible, non-parametric random...
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Scholars and enforcement officials debate the merits and implications of “behavioral antitrust” — the application of empirical evidence showing how human behavior departs systematically and predictably from strict rationality (“bounded rationality”) to antitrust law. Notwithstanding...
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In this note we develop principles for forecasting economies viewed as evolving networks formed by individuals acting on the basis of their psychology and social position following Markey-Towler (2016). We review the basic formal apparatus required to understand economies as such before using...
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