Statistical Inference and Hypothesis Testing (ISS Statistics Paper II (New 2016 MCQ Pattern)): Questions 72  76 of 222
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Question number: 72
» 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: 73
» 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: 74
» 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: 75
» 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 
Question number: 76
» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood
Question
Let denote a random sample of size n from a uniform population with p. d. f.
. The MLE of is
Choices
Choice (4)  Response  

a.  MLE is Unique  
b.  MLE lies between  
c.  MLE does not exists  
d.  All of the above 