Correct Answer: Correct answer is: (B) Quota Sampling.
Exam Relevance: AP Statistics, GRE, GMAT, MCAT
Difficulty: Moderate
Concept notes: Probability sampling methods ensure that each member of the population has a known, non-zero chance of being selected. Quota sampling, however, is a non-probability sampling method where the researcher ensures that certain characteristics are represented in the sample according to a predetermined quota.
Common Mistakes: Students may confuse quota sampling with stratified sampling, as both involve dividing the population into subgroups. However, in stratified sampling, each subgroup is randomly sampled, whereas in quota sampling, the selection is based on meeting quotas.
Explanations: Quota sampling is not a probability sampling method because it does not ensure that each member of the population has an equal chance of being selected. Instead, it relies on the researcher's judgment to select participants that meet specific quotas, which can introduce bias.
Option Analysis: - Option A: Simple Random Sampling is a probability sampling method where each member of the population has an equal chance of being selected.
- Option B: Quota Sampling is a non-probability sampling method where the researcher selects participants based on predefined quotas.
- Option C: Stratified Sampling is a probability sampling method where the population is divided into subgroups, and random samples are taken from each subgroup.
- Option D: Systematic Sampling is a probability sampling method where every nth member of the population is selected after a random start.
Ques 51 explanation is not related to the question…
Very useful question but plz give explanation with correct answer