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We analyse the drivers of European Power Exchange (EPEX) wholesale electricity prices between 2012 and early 2022 using machine learning. The agnostic random forest approach that we use is able to reduce in-sample root mean square errors (RMSEs) by around 50% when compared to a standard linear...
Persistent link: https://www.econbiz.de/10013353419
Many information structures generate correlated rather than mutually independent signals, the news media being a prime example. This paper shows experimentally that in such contexts many people neglect these correlations in the updating process and treat correlated information as independent. In...
Persistent link: https://www.econbiz.de/10010328793
occurring informational environment, in which subjects predict GDP growth on the basis of real news reports. …
Persistent link: https://www.econbiz.de/10010329421
We investigate the impact of agent communication networks on prices in an artificial stock market. Networks with different centralization measures are tested for their effect on the volatility of prices. Trading strategies diffuse through the different network topologies, mimetic contagion...
Persistent link: https://www.econbiz.de/10010286829
Many information structures generate correlated rather than mutually independent signals, the news media being a prime example. This paper shows experimentally that in such context many people neglect these correlations in the updating process and treat correlated information as independent. In...
Persistent link: https://www.econbiz.de/10010312978
Many information structures generate correlated rather than mutually independent signals, the news media being a prime example. This paper shows experimentally that in such contexts many people neglect these correlations in the updating process and treat correlated information as independent. In...
Persistent link: https://www.econbiz.de/10010319432
Even though economic models have been relatively successful in explaining the long run patterns of house prices, they have more difficulties in explaining short run developments of the housing markets. However, the fact that during such ‘bubbles’ the spatial pattern of house prices, which...
Persistent link: https://www.econbiz.de/10010325383
This paper intends to contribute to the theoretical literature on the determinants of exchange rate fluctuations. We build an agent-based model, based on behavioral assumptions inspired by the literature on behavioral finance and by empirical surveys about the behavior of foreign exchange...
Persistent link: https://www.econbiz.de/10012609086
This paper intends to contribute to the theoretical literature on the determinants of exchange rate fluctuations. We build an agent-based model, based on behavioral assumptions inspired by the literature on behavioral finance and by empirical surveys about the behavior of foreign exchange...
Persistent link: https://www.econbiz.de/10012668960
corruption to consider problems related to sustainable growth. In many growth models that incorporate the environment, it is …
Persistent link: https://www.econbiz.de/10011552011