##Statistics Seminar##\\ Department of Mathematical Sciences
^ **DATE:**|Thursday, Sept. 10, 2020 |
^ **TIME:**|1:15pm -- 2:15pm |
^ **LOCATION:**|Zoom meeting |
^ **SPEAKER:**|Qiqing Yu, Binghamton University |
^ **TITLE:**|The MLE of The Uniform Distribution
With Right-censored Data |
\\
**Abstract**
Given a right-censored (RC) data set, it is desirable to make parametric inferences.
One class of the distribution families is the uniform distribution $U(a,b)$ ($0\le a< b< \infty$).
We derive the MLE with RC data under this parametric assumption.
Under the survival context, it is rare that one can find the explicit solution to the MLE
under the parametric set-up. One exception is the exponential distribution.
It turns out that the MLE of $a$ has a closed form solution if $a$ is a parameter
and the MLE of $b$ has a closed form solution in some sense
if $b$ is a parameter. It is shown that the MLE is consistent under the
necessary and sufficient identifiability condition.