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Showing result 1 - 5 of 19 essays matching the above criteria.
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1. Applying machine learning to automate stock portfolio management
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : There are multiple ways to analyze stock companies. One way is using fundamental analysis, which means one is analyzing the company’s business key figures, such as revenue, net income and more. READ MORE
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2. Time Series forecasting of the SP Global Clean Energy Index using a Multivariate LSTM
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Clean energy and machine learning are subjects that play significant roles in shaping our future. The current climate crisis has forced the world to take action towards more sustainable solutions. Arrangements such as the UN’s Sustainable Development Goals and the Paris Agreement are causing an increased interest in renewable energy solutions. READ MORE
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3. Hierarchical Clustering in Risk-Based Portfolio Construction
University essay from KTH/Matematisk statistikAbstract : Following the global financial crisis, both risk-based and heuristic portfolio construction methods have received much attention from both academics and practitioners since these methods do not rely on the estimation of expected returns and as such are assumed to be more stable than Markowitz's traditional mean-variance portfolio. In 2016, Lopéz de Prado presented the Hierarchical Risk Parity (HRP), a new approach to portfolio construction which combines hierarchical clustering of assets with a heuristic risk-based allocation strategy in order to increase stability and improve out-of-sample performance. READ MORE
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4. Index prediction on the Swedish stock market using natural language processing methods on Swedish news
University essay from Lunds universitet/Matematisk statistikAbstract : This master thesis explores if topic modelling and sentiment analysis on Swedish financial newspaper data can be used to predict the direction of the Swedish stock market. A pipeline was set up where full length articles as well as article summaries were fed into a topic model and a sentiment analysis model. READ MORE
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5. Factors Affecting the Number of Trades in ETPs on Nordic Derivatives Exchange
University essay from KTH/Matematisk statistikAbstract : This thesis examines which factors that affect the number of trades in exchange-traded products (ETPs) on Nordic Derivatives Exchange. Multiple linear regression is used to model the relationship between the number of trades and 65 initially chosen predictor variables. READ MORE