Browsing NHH Brage by Author "Hølleland, Sondre Nedreås"
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Exploiting the Index Effect on OSEBX using Machine Learning : Trading on predictions made by GLM and XGBoost with a conditional posterior probability threshold
Jordåen, Arne; Furnes, Egil (Master thesis, 2023)In March and September of each year, Euronext decide which companies should be included on the Oslo Stock Exchange Benchmark Index (OSEBX). OSEBX consists of 50-80 companies, all selected from the approximately 200 ... -
Founder Success in Norwegian Startups: A Machine Learning Approach : A study on the use of machine learning and personality traits to predict startup performance from a pre-seed perspective
Wik, Alexander Hogstad; Otterlei, Håkon (Master thesis, 2023)This thesis aims to investigate founder characteristics in the Norwegian startup ecosystem and if machine learning can help venture capital firm identity successful founders at a startup’s earliest stages, when information ... -
News Sentiment in Volatility predictions : Exploring the effect of news sentiment on stock volatility using machine learning regression models
Hagan, Jacob; Henriksen, Rolf Tynning (Master thesis, 2022)In this thesis, we explore how sentiment from financial news could affect stock volatility. Using financial data from the S&PlO0, volatility data from the Volatility Index (VIX) and sentiment data collected with web ...