Essays about: "Hampus Ljunglöf"

Found 1 essay containing the words Hampus Ljunglöf.

  1. 1. The Tale of Two Techniques - The comparative accuracy of machine learning and statistical techniques in predicting corporate bankruptcy for Swedish industrial firms

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Edvin Lindhout; Hampus Ljunglöf; [2023]
    Keywords : Bankruptcy prediction; Machine learning; XGBoost; Probit analysis; Swedish firms;

    Abstract : Bankruptcy prediction has long been an important area of study, yet the evolution of these predictive models in the context of modern machine learning techniques remains underexplored. Our thesis addresses this by comparing the effectiveness of probit analysis - a time-tested statistical approach - with XGBoost - a new-era machine learning technique - in predicting corporate bankruptcy among Swedish firms. READ MORE