Ciao All. I'm studying the CIR model and this question came out.

Usually the Ornstein-Uhnlenbeck dynamic is used to build the CIR model: let $$ dX_t = aX_t + \sigma dW_t $$ where $a \in \mathbb{R}$ and $\sigma >0$. Then if we call $Y_t = X_t^2$ we get: $$ dY_t = \left(\sigma^2 + 2aY_t \right) dt + 2 \sqrt{Y_t} \sigma dW_t $$ which is a CIR dynamic.

Starting from now we will use the usual notation:

\begin{equation} dY_t = a \left( b-Y_t \right)dt + \sigma \sqrt{Y_t} dW_t. \end{equation}

Of course $Y_t$ is positive a.e. since it's equal to $X_t^2$.

My question is about the condition $$ ab > 2 \sigma^2 $$

In fact according to many papers this is enough to make $Y_t$ positive. Can you give a proof of this fact?

Thank you! Ciao!

  • $\begingroup$ See this paper for discussion. $\endgroup$
    – Gordon
    Nov 17 '17 at 17:12
  • $\begingroup$ @Gordon Thank you so much, very clear proof (but not so trivial as everybody says). $\endgroup$
    – clarkmaio
    Nov 18 '17 at 17:54

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