Advanced search

Showing result 1 - 5 of 32 essays matching the above criteria.

  1. 1. Stock Price Predictions for FAANG Companies Using Machine Learning Models

    University essay from Lunds universitet/Statistiska institutionen

    Author : Hugo Dahlquist; Fredrik Fourong; [2024]
    Keywords : Random Forest; Artificial Neural Networks; Stock prices; Predictions.; Mathematics and Statistics;

    Abstract : The financial industry is one of the highest grossing sectors in the world as it is estimated to represent 24\% of the global economy. As most companies want their asset value to increase, it is of high interest to make good investments which will increase in either the short or long run. READ MORE

  3. 2. Evaluating the Effect of Meta-Labeling on Equity Market Neutral Strategy

    University essay from Lunds universitet/Statistiska institutionen

    Author : Niclas Wölner-Hanssen; [2023]
    Keywords : Meta-Labeling; Probabilistic Sharpe Ratio; Equity Market Neutral; Mathematics and Statistics;

    Abstract : This thesis aims to construct an Equity Market Neutral (EMN) strategy framework to predict intraday excess returns of stocks within the S&P 500 index by utilizing machine learning techniques proposed by (López de Prado, 2018). The constructed EMN strategies within the framework utilizes techniques such as Stacked Single Feature Importance (SSFI), sample weighting, Probabilistic Sharpe Ratio (PSR), and meta-labeling. READ MORE

  4. 3. Explaining the trade relation between India and Sweden in the 21st century

    University essay from KTH/Matematisk statistik

    Author : Leah Eriksson; Rebecka Ehn; [2023]
    Keywords : Emerging country; Exchange rate; Foreign Direct Investments; Education level; Imports; Trade; Regression analysis; Utvecklingsland; Valutakurs; Utlandsinvestering; Utbildningsnivå; Import; Handel; Regressionsanalys;

    Abstract : The following bachelor thesis in Applied Mathematics at the school of Industrial Engineering and Management, aims to investigate which factors affect the trade relation between India and Sweden during the 21st century. This has been done by performing a multiple linear regression analysis. READ MORE

  5. 4. An Artificial Neural Network Approach to Algorithmic Trading

    University essay from Lunds universitet/Matematisk statistik

    Author : Timmie Bengtsson; [2023]
    Keywords : Financial Markets; Machine Learning; Long Short-Term Memory; Gated Recurrent Unit; Recurrent Neural Networks; Time Series Analysis; Algorithmic Trading; Mathematics and Statistics;

    Abstract : 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

  6. 5. Examination of AI-based ESG-scores as a valid source of alpha in the Swedish investing landscape

    University essay from Lunds universitet/Matematisk statistik

    Author : Marcus Haevaker; [2022]
    Keywords : Mathematics and Statistics;

    Abstract : 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