Implementation - 2023.2 English

The implementation of StochasticProcess1D is comprised by a few methods. The implementation is introduced as follows:

1. init: Initialization function used to set up the arguments as below:

   a)speed, the spreads on interest rates;

   b)vola, the overall level of volatility;

   c)x0, the initial value of level;

   d)level, the width of fluctuation on interest rates.

2. expectation: The expectation method returns the expectation of the process at time \(E(x_{t_{0}+\Delta t}|x_{t_{0}}=x_{0})\).

3. variance: The variance method returns the variance \(V(x_{t_{0}+\Delta t}|x_{t_{0}}=x_{0})\) of the process during a time interval \(\Delta t\) according to the given volatility.