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​Match the LIST-I with LIST-IILIST–I (Type of Sampling)LIST–II (Statement)A. Simple Random Sampling I. Population is divided into group of elementsB.
Question

Match the LIST-I with LIST-II

LIST–I (Type of Sampling)
LIST–II (Statement)
A. Simple Random Sampling
I. Population is divided into group of elements
B. Non-Probability Sampling
II. Every sample element is selected independently from the population
C. Cluster Sampling
III. Elements are selected by picking a random starting point and then choosing ith element consecutively from population
D. Systematic Sampling
IV. Selection of sample unit depends on the personal judgment

Choose the correct answer from the options given below:

A.

A-IV, B-II, C-I, D-III

B.

A-II, B-IV, C-III, D-I

C.

A-I, B-II, C-III, D-IV

D.

A-II,B-IV, C-I, D-III

Correct option is D

A. Simple Random SamplingII. Every sample element is selected independently from the population
This is the definition of simple random sampling where each unit has an equal and independent chance of being selected.

B. Non-Probability SamplingIV. Selection of sample unit depends on the personal judgment
Non-probability sampling includes techniques like purposive or judgmental sampling where the researcher uses their discretion.

C. Cluster SamplingI. Population is divided into group of elements
In cluster sampling, the population is divided into clusters (usually geographically), and entire clusters are randomly selected.

D. Systematic SamplingIII. Elements are selected by picking a random starting point and then choosing every ith element
Systematic sampling involves selecting every kth item from a list after a random start.

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