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We propose a new method for solving high-dimensional dynamic programming problems and recursive competitive equilibria with a large (but finite) number of heterogeneous agents using deep learning. The "curse of dimensionality" is avoided due to four complementary techniques: (1) exploiting...
Persistent link: https://www.econbiz.de/10012581353
This paper addresses the steep learning curve in Machine Learning faced by non-computer scientists, particularly social scientists, stemming from the absence of a primer on its fundamental principles. I adopt a pedagogical strategy inspired by the adage ”once you understand OLS, you can work...
Persistent link: https://www.econbiz.de/10015070152
the impact of the recent reform on allowance prices. By including bounded rationality such as myopia or hedging …-ante in the decision making of the firms. Myopia and hedging requirements have little impact in the prereform market but … strongly drive market outcomes after the reform. In the post-reform market, hedging requirements in combination with …
Persistent link: https://www.econbiz.de/10012291879
sensitivity and damage rate hedging effects to deal with future economic and climatic and damage risks. …
Persistent link: https://www.econbiz.de/10011996310
this uncertainty cost? Is there a hedging strategy that decision makers can adopt to cope with delayed action and uncertain … costs of ambitious climate policies. They also indicate that there is an effective hedging strategy that could minimise the …
Persistent link: https://www.econbiz.de/10003751211
using financial markets and shareholders cannot perfectly monitor the managers̕ portfolio in order to keep him from hedging … monitoring is costly governance is imperfect. If managerial hedging is detected, shareholders can seize the payoffs of the …) conditional on the firms̕ performance, the managers̕ compensation is lower when his portfolio is monitored, even if no hedging is …
Persistent link: https://www.econbiz.de/10002521243
bond positions, which creates a net hedging demand for dollar assets that depreciates USD rates in both the forward and … spot markets. We document the time-varying nature of this net hedging demand and show how it relates to eco … FX hedging pressure can account for approximately 30% of all monthly variation in the seven most important dollar …
Persistent link: https://www.econbiz.de/10013440410
to higher delinquencies and interest rates, while exports are unaffected. Natural and financial hedging successfully mute …
Persistent link: https://www.econbiz.de/10014304470
contracts. The implications of these results for hedging and forecasting crude oil spot prices are also discussed …
Persistent link: https://www.econbiz.de/10003965099
empirical strategy to test whether oligopolistic firms use forward contracts for strategic motives, for risk-hedging, or for … both. An increase in the number of players weakens the incentives to sell forward for risk-hedging reasons. However, if …
Persistent link: https://www.econbiz.de/10008757521