ISS (Statistical Services) Statistics Paper II (New 2016 MCQ Pattern): Questions 241 - 243 of 253

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Question number: 241

» Statistical Inference and Hypothesis Testing » Characteristics of Good Estimator

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MCQ▾

Question

For a normal population , the variance of the sample mean and sample variance are given by and . Then which of the following is true?

Choices

Choice (4) Response

a.

Sample mean is more efficient estimator for than the sample median

b.

Sample median is more efficient estimator for than the sample mean

c.

Sample mean and Sample median are efficient

d.

All of the above

Question number: 242

» Statistical Inference and Hypothesis Testing » Simple and Composite Hypotheses

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Question

A Statistical Hypothesis, which does not specifies the population completely, is known as

Choices

Choice (4) Response

a.

Composite Hypothesis

b.

Simple Hypothesis

c.

Null Hypothesis

d.

Alternative Hypothesis

Question number: 243

» Statistical Inference and Hypothesis Testing » Sufficient Estimator

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Question

Which of the definition is true for Sufficiency of an estimator?

Choices

Choice (4) Response

a.

If is a estimator of parameter based on a sample of size n from the population with density such that the conditional distribution of given T is independent of then T is sufficient estimator of .

b.

An estimator is said to be sufficient for if it provides all the information contained in the sample about the parametric function

c.

A statistic is sufficient estimator of parameter if and only if the likelihood function (joint p. d. f. of the sample) can be expressed as where is the p. d. f. of statistic and is a function of sample observations only independent of

d.

All a. , b. and c. are correct