Essays about: "Sharpe Ratio and Trading"
Showing result 1 - 5 of 23 essays containing the words Sharpe Ratio and Trading.
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1. Predicting the Movement of the S&P 500 Index using Machine Learning
University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionenAbstract : Predicting the stock market has been a longstanding topic of interest in financial research. It is regarded as a highly challenging but important task given the vital role the financial markets play in shaping the global economies. In this thesis, the goal is to predict the movement of the S&P 500 Index using machine learning methods. READ MORE
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2. A Quantitative Framework for Constructing a Multi-Asset CTA with a Momentum-Based Approach
University essay from Uppsala universitet/DatalogiAbstract : Commodity Trading Advisors (CTAs) have gained popularity due to their abilities to generate an absolute return strategy. Little is known about how CTAs work and what variables are important to tune in order to create a profitable strategy. READ MORE
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3. A Study on Algorithmic Trading
University essay from KTH/Hälsoinformatik och logistikAbstract : Algorithms have been used in finance since the early 2000s and accounted for 25% of the market around 2005. In this research, algorithms account for approximately 85% of the market. The challenge faced by many investors and fund managers is beating the Swedish market index OMXS30. READ MORE
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4. An Artificial Neural Network Approach to Algorithmic Trading
University essay from Lunds universitet/Matematisk statistikAbstract : The field of machine learning has advanced significantly in recent decades, and, at the same time, computational power has improved to the point where training large machine learning models, such as artificial neural networks, is now accessible. Consequently, there has been a rise in the use of these models within the financial sector, with some firms leveraging them to assist with investment decisions. READ MORE
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5. Examination of AI-based ESG-scores as a valid source of alpha in the Swedish investing landscape
University essay from Lunds universitet/Matematisk statistikAbstract : Investing based on environmental, social, and governmental (ESG) criteria has grown rapidly in recent years. The trend has been driven by both an increased interest in sustainability, and the fact that ESG related corporate events have been shown to influence stock prices. READ MORE