Regression analysis is used to examine the relationship between one dependent variable and one or more independent variables. In epidemiology, it helps in understanding how various factors influence health outcomes. Common types include linear regression for continuous outcomes and logistic regression for binary outcomes. For instance, logistic regression can be used to study the impact of smoking on the risk of developing lung cancer.