Understanding the linear dependency between consecutive data points in a time series is crucial in finance. This relationship, known as autocorrelation, indicates the extent to which past values can predict future values. In simpler terms, it helps us identify patterns and trends in financial data. As a result, we can make informed decisions and mitigate risks in investment strategies. So, autocorrelation is a fundamental concept in finance that every investor should be familiar with.