What is the main required parameter for the 'aggregate' action?

What is the primary purpose of the 'aggregation.aggregate' action? How can I specify which variables to aggregate and which statistics to compute? Is it possible to group the aggregation results by certain categories? What is the difference between a sliding window and a jumping window aggregation? How can I perform time-based aggregation, for example, by month or day?