"The problem of model-free option pricing is to find bounds on the prices of the option without assuming any particular model for the stock price process, i.e., find maximum and minimum values over all models that are consistent with the observed market data." --  Hauser and Shahverdyan (2015).
model-free也就是不假设任何的参数结构。