On the distribution of extended CIR model

We study the probability distribution of the interest rate in the extended Cox-Ingersoll-Ross model, where all the parameters are time-varying. We show that the distribution can be represented as that of a convergent series of weighted independent central and noncentral chi-square random variables. Simulation algorithms and their applications to finance have been discussed.