Which of the following is not a restricted random sampling technique?
A. Startified sampling
B. Simple random sampling
C. Systematic sampling
D. Multi-stage sampling
Answer: Option B
Solution (By Examveda Team)
Stratified Sampling:Explanation: Stratified sampling is a restricted random sampling technique where the population is divided into subgroups or strata based on certain characteristics, and then samples are randomly selected from each stratum.
Simple Random Sampling:
Explanation: Simple random sampling is a pure random sampling technique where every individual in the population has an equal chance of being selected.
Systematic Sampling:
Explanation: Systematic sampling is a restricted random sampling technique where a random start point is chosen, and then every kth individual is selected.
Multi-stage Sampling:
Explanation: Multi-stage sampling involves a combination of various sampling techniques in multiple stages to create a more complex sampling design.
In the context of the question, Simple Random Sampling is not a restricted technique; it is the most basic and unrestricted form of random sampling where each individual has an equal chance of being selected.
Therefore, the correct answer is Option B: Simple random sampling.
all are random sampling