Finite-sample density and its small sample asymptotic approximation

Abstract

We numerically compare the exact densities of estimates of the shift parameter with their small sample approximations for various parent distributions of the data. For some distributions both methods are in surprising concordance even under very small samples.

Keywords

• Finite-sample
• density
• small sample asymptotic
• saddle-point approximation