Multiple regression is a statistical technique that allows us to understand the relationship between one dependent variable and two or more independent variables. It helps in predicting the outcome of a dependent variable based on the values of multiple independent variables. In the context of cancer, multiple regression can be a crucial tool to analyze and predict various health outcomes.