Sökning: "Edvin Lindhout"

Hittade 2 uppsatser innehållade orden Edvin Lindhout.

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

   D-uppsats, Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

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

   Sammanfattning : 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. LÄS MER

3. 2. Who Saw It Coming?: The Efficacy of Bankruptcy Prediction Models on Private Retail Firms

   C-uppsats, Handelshögskolan i Stockholm/Institutionen för marknadsföring och strategi

   Författare :Edvin Lindhout; Erik Larsson; [2021]
   Nyckelord :Bankruptcy; Private Firms; Retail; Sensitivity; Capitalization of Leases;

   Sammanfattning : Bankruptcy is never considered a desired outcome, and methods of predicting it have received extensive attention during the past decades. However, as a consequence of weak academic interest and peculiar financial profiles, retail bankruptcy prediction remains rather unexplored. LÄS MER