Statistical Inference and Hypothesis Testing-Estimation Methods of Maximum Likelihood (ISS (Statistical Services) Statistics Paper II (New 2016 MCQ Pattern)): Questions 17 - 21 of 35

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Question number: 17

» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood

MCQ▾

Question

Consider a function of the sample values. is said to be Maximum Likelihood Estimator (MLE) if

Choices

Choice (4) Response

a.

b.

c.

d.

All of the above

Question number: 18

» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood

MCQ▾

Question

The maximum Likelihood Estimator of θ in is

Choices

Choice (4) Response

a.

Does not exists

b.

c.

d.

Question does not provide sufficient data or is vague

Question number: 19

» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood

MCQ▾

Question

The principle of Maximum Likelihood consists of finding an estimator, which ________ the likelihood function.

Choices

Choice (4) Response

a.

Minimizes

b.

Maximizes

c.

Maximizes or Minimizes

d.

All of the above

Question number: 20

» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood

MCQ▾

Question

In a random sampling from Normal population suppose the MLE of mean is is given then MLE of is

Choices

Choice (4) Response

a.

b.

c.

d.

Question number: 21

» Statistical Inference and Hypothesis Testing » Estimation Methods of Maximum Likelihood

MCQ▾

Question

Under certain regularity conditions, a maximum likelihood estimator is ________ distributed.

Choices

Choice (4) Response

a.

Asymptotically Poisson

b.

Uniformly

c.

Asymptotically Normally

d.

Question does not provide sufficient data or is vague

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