Understanding the role of quantitative analysis in the stock market is crucial for modern investors and traders. By applying mathematical and statistical methods to understand the behavior of financial markets, investors can make more informed decisions and better predict future movements in stock prices. This article explores how quantitative analysis shapes the stock market and