Grouped exponential observation

Flooring an exponential variable of rate $\theta$ produces a geometric variable on the nonnegative integers with success probability $1-e^{-\theta }$.

Coarsening continuous observations changes the delta-method variance; for floored exponential data the rate estimator has limiting variance $(e^{\theta }-1{)}^2/e^{\theta }$.