While working at trading firms and hedge funds, a common mathematical problem occured. Given a set of quantities consumed over time at a low frequency, infer an estimated continuous generation function that generates these numbers.

The solution to this problem also yields a solution to a continuous data compression problem that can have applications to data transmission and storage.