Statistical Inference and Hypothesis TestingEstimation Methods of Maximum Likelihood (ISS Statistics Paper II (New 2016 MCQ Pattern)): Questions 25  29 of 35
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Question number: 25
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
If a sufficient estimator exists, then it will be a function of the ________ Estimator.
Choices
Choice (4)  Response  

a.  Consistent 

b.  Maximum Likelihood 

c.  Unbiased 

d.  All of the above 

Question number: 26
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
Maximum likelihood method, is the procedure of finding the value of one or more parameters for a given statistic which makes the ________
Choices
Choice (4)  Response  

a.  Probability function a maximum 

b.  Probability function a minimum 

c.  Likelihood distribution a maximum 

d.  Likelihood distribution a minimum 

Question number: 27
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
A sample of size n is drawn from each of the four a normal populations which have the same variance . the means of the four populations are , , and . The MLE of is
Choices
Choice (4)  Response  

a. 


b. 


c. 


d. 


Question number: 28
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
The estimate of the of a population having density function is
Choices
Choice (4)  Response  

a. 


b. 


c.  α 

d. 


Question number: 29
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
In a random sampling from Normal population the maximum likelihood estimators of mean, ) is
Choices
Choice (4)  Response  

a.  Biased 

b.  Unbiased 

c.  Unbiased and Consistent 

d.  None of the above 
