Multivariable analysis is a statistical technique used to understand the relationship between multiple variables simultaneously, allowing researchers to control for confounding factors and identify independent effects. It is essential for examining complex data sets where several variables may influence the outcome, providing a more comprehensive understanding of the data structure and relationships.