تم الحل ✓
categoryإحصاء
schoolبكالوريوس
event_available2026-07-15
السؤال
Transcribed Image Text:
4. Let XX, be a random sample from Uniform(0, 0), a uniform distribution with
an unknown endpoint 0.
(a) Find the method of moments estimator (MME) for 0 and derive its mean, variance
and mean square error (MSE).
(b) Find the maximum likelihood estimator (MLE) for 0 and derive its mean, variance
and MSE.
(c) Compare the MME and MLE from above in terms of their mean square errors.
(d) (R) Set the sample size as 25, do a simulation in R to compare these two esti-
mators in terms of bias, variance and MSE. Include a side-by-side boxplot that
compares their sampling distributions.
(e) Consider the estimator a where is the MLE. Find a that minimises the MSE.
Some information that might be useful:
6
E(X(1))
=
n+1'
E (X))
===
202
(n + 1)(n+2)'
E (X(n))
=
no
n+1'
E (X))
=
n02
n+2
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