Polynomial regression is a type of regression analysis in which the relationship between the independent variable (often denoted as X) and the dependent variable (Y) is modeled as an nth degree polynomial. This technique extends the capabilities of linear regression by allowing for curvature in the data, which can be particularly useful in complex, real-world datasets like those found in cancer research.