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Jun 22, 2010 at 13:22 comment added Mark Meckes I assume $\rho$ is the density of $X$. Then your first equality is not correct. The density of $Z_t$ should be $\frac{\rho(x/P[X > t])}{P[X > t]}$.
Jun 22, 2010 at 7:36 history edited Grzenio CC BY-SA 2.5
Added proof
Jun 22, 2010 at 7:33 comment added Grzenio I was also surprised that it works, please see the edit to the answer.
Jun 21, 2010 at 14:32 comment added Mark Meckes I don't think that does what you want. In this case you get $P[Z_t > T] = P[X > (T \cdot P[X>t])]$, but what you want is $P[Z_t > T] = P[X > T] / P[X>t]$ for $T > t$.
Jun 21, 2010 at 10:05 history answered Grzenio CC BY-SA 2.5