Multivariate analysis is essential because it allows epidemiologists to understand the interplay between multiple risk factors and health outcomes. Simple univariate or bivariate analyses might overlook the combined effects of different variables. Multivariate techniques help in adjusting for potential confounders, identifying causal relationships, and improving the accuracy of predictions about disease outbreaks and health trends.