State whether the following statements are True or False. Give reasons in support of your answer:
(i) is a random sample of size 5 taken from an Exponential distribution, then estimator T₁ is more efficient than T2.
(ii) are two estimators of the parameter such that Var(T1) = 1/n and Var(T2) = n then T₁ is more efficient than T2.
(iii) A 95% confidence interval is smaller than a 99% confidence interval.
(iv) If the probability density function of a random variable X follows F-distribution is
then degrees of freedom of the distribution will be (2,2).
(v) A patient suffering from fever reaches to a doctor and suppose the doctor formulates the hypotheses as
Ho: The patient is a chikungunya patient
H₁: The patient is not a chikungunya patient
If the doctor rejects Ho when the patient is actually a chikunguniya patient, then the doctor commits type II error.
(i) False
Reason: Without specific definitions or variances of estimators T₁ and T₂, efficiency cannot be compared. Efficiency is determined by the variance of unbiased estimators. If T₁ has a _____ ________ ________ ______ ________ _________.
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