Finite-Sample Maximum Likelihood Estimation of Location

Shivam Gupta, Jasper C. H. Lee, Eric Price +1

We consider 1-dimensional location estimation, where we estimate a parameter $\lambda$ from $n$ samples $\lambda +{\eta }_i$, with each ${\eta }_i$ drawn i.i.d. from a known distribution $f$. For fixed $f…