This assignment delves into the predictive power of financial ratios using BASF SE as a primary case study, drawing insights from relevant academic papers. It encompasses aspects like stock return predictability, debt and liquidity problems in small firms, bankruptcy prediction, peer firm effects on corporate policy, and bank profitability comparisons between Saudi Arabia and Jordan. The task involves meticulous data analysis and interpretation to derive meaningful conclusions.