Market Volatility from a linear Perspective: Trend Forecasting for Business and stock movements Author’s Information

Abstract

lives. From the simplest transactions such as buying groceries to the complex mechanisms of global markets, finance touches almost every aspect of our economic interactions. The term “finance” emerged at the end of the nineteenth century and became increasingly important as economies developed and expanded. A key element of finance is the technical analysis of stocks, an indispensable practice for financial experts and investors. The method uses historical data and statistical techniques to forecast market trends. By scrutinizing past price movements and trading volumes, technical analysts can uncover patterns and signals that guide strategic decisions, risk management, and portfolio optimization. This analytical approach helps not only in identifying market trends, but also in identifying key support and resistance levels, which are essential for effective trading timing. Therefore, technical analysis is a powerful tool that enables investors to deal with the complexity of financial markets with greater confidence and accuracy.