
Statistical analysis in finance typically relies on returns instead of absolute changes and absolute values. The benefit to using the logarithmic returns instead of prices is normalization. Essentially, it makes it possible to analyze relationships amongst two or more variables despite being derived from price series of unequal values. These graphs capture the relationship between the closing price and the logarithmic returns.