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Full-Text Articles in Physical Sciences and Mathematics
Less Is More: Beating The Market With Recurrent Reinforcement Learning, Louis Kurt Bernhard Steinmeister
Less Is More: Beating The Market With Recurrent Reinforcement Learning, Louis Kurt Bernhard Steinmeister
Masters Theses
"Multiple recurrent reinforcement learners were implemented to make trading decisions based on real and freely available macro-economic data. The learning algorithm and different reinforcement functions (the Differential Sharpe Ratio, Differential Downside Deviation Ratio and Returns) were revised and the performances were compared while transaction costs were taken into account. (This is important for practical implementations even though many publications ignore this consideration.) It was assumed that the traders make long-short decisions in the S&P500 with complementary 3-month treasury bill investments. Leveraged positions in the S&P500 were disallowed. Notably, the Differential Sharpe Ratio and the Differential Downside Deviation Ratio are risk …
The Impact Of Dutch Disease: The Case Of Nigeria, Halimat Atinuke Laguda
The Impact Of Dutch Disease: The Case Of Nigeria, Halimat Atinuke Laguda
Masters Theses
Nigeria, over the years, has been showing a rapid appreciation of the domestic currency, a rise in real wages and the service sector and a slow-down in the industrial production which are all signs of presence of Dutch disease which predicts that a country with large natural resource rents may experience a de-industrialization and a lower long term economic growth. This paper analyses the impact of Dutch disease in Nigeria Ordinary Least square method, Two-Stage Least Square and Autoregressive Distributed Lag with a system of equation from 1981 to 2017 and found that the real wage rate emphasizes on the …