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Q.

Distinguish between random sampling and non-random sampling.

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Detailed Solution

AspectRandom SamplingNon-random Sampling
DefinitionRandom sampling is a technique where each sample has an equal chance of being selected.Non-random sampling is a technique where samples are selected based on factors such as convenience, judgment, and the researcher’s experience, rather than probability.
Biases InvolvedRandom sampling is unbiased.Non-random sampling is biased in nature.
Based OnBased on probability.Based on factors like convenience, judgment, and researcher experience, not probability.
Representation of PopulationRandom sampling tends to be representative of the entire population.Non-random sampling often lacks proper representation of the whole population.
Chances of Zero ProbabilityThere is no chance of zero probability in random sampling.Zero probability can occur in non-random sampling.
ComplexityRandom sampling is straightforward and easy to execute.Non-random sampling is generally more complex.
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