Financial statement analysis involves reviewing a company's financial statements to improve economic decisions, utilizing tools like horizontal and vertical analysis. Horizontal analysis examines year-to-year changes in financial items, while vertical analysis focuses on relationships between items expressed as percentages of a base item. The key difference is that horizontal analysis compares multiple accounting periods, whereas vertical analysis analyzes a single year's data.