Exact bounds on the inverse Mills ratio and its derivatives

Iosif Pinelis

The inverse Mills ratio is $R:=\phi /\Psi$, where $\phi$ and $\Psi$ are, respectively, the probability density function and the tail function of the standard normal distribution. Exact bounds o…