ABSTRACT
In this chapter, some pathwise methods for inferring the parameters of the diffusion coefficient of continuous time market models are presented. These methods are applicable to a sole path of the observed prices and do not require the observation of an ensemble of such paths. In addition, a Kalman filter approach estimating the appreciation rate of stock prices is discussed.
