First of all, allow me to apologize for the extremely delayed nature of my response. Unfortunately, my forum notifications were being sent to an inactive email, so I didn't become aware of new posts for a long time. With that said, I'm afraid your question is a little unclear to me. Can you provide a little more context?
In some papers (two standard deviations), they use partial derivative with respect to one standard deviation assuming that the correlation is constant. However, I could not find any mathematical condition (or reasons) that the correlation coefficient constant when one standard deviation increases.
Can someone tell me what are mathematical conditions for it?
For example,
V=(s1)^2+(s2)^2+2*(s1)(s2)(col),
(dV/dS1)=2(s1)+2(s2)(col)----X
Under what conditions, above X is true?
Thanks