University of Twente Student Theses
Machine Learning Versus Fundamental Investment Analysis: A Meta-Analysis
Rothman, Ties (2021) Machine Learning Versus Fundamental Investment Analysis: A Meta-Analysis.
|
PDF
633kB |
| Abstract: | The performance of machine learning algorithms in financial asset pricing is assessed through a meta-analysis in which the results of previous research is combined. The meta-analysis consisted of a research sample of 63 research papers on the application of machine learning algorithms in stock pricing, option pricing, and bond pricing. The 63 research papers aided in accepting the three sub-hypotheses, that machine learning algorithms are associated with higher pricing performance than traditional financial asset pricing tools, and the main hypothesis, that machine learning algorithms outperform fundamental investment analysis. |
| Item Type: | Essay (Bachelor) |
| Faculty: | BMS: Behavioural, Management and Social Sciences |
| Subject: | 85 business administration, organizational science |
| Programme: | International Business Administration BSc (50952) |
| Link to this item: | https://purl.utwente.nl/essays/87928 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
Show download statistics for this publication
Show download statistics for this publicationRepository Staff Only: item control page