Aggregate analysis is a method used in computer science to evaluate the total cost of a sequence of operations on a data structure, rather than assessing the cost of each operation individually. This approach provides a more accurate understanding of the overall efficiency and performance of algorithms, especially in scenarios where operations vary in cost.