Define sampling? Discuss two methods of probability sampling with suitable examples.
Sampling is a fundamental concept in research methodology, particularly in fields like urban planning and development where collecting data from entire populations is often impractical or impossible. It involves selecting a subset of individuals or elements from a larger population for the purpose of making inferences about that population.
Probability sampling methods ensure that each member of the population has a known, non-zero chance of being selected. This increases the likelihood that the sample accurately represents the population, allowing researchers to generalize their findings with greater confidence. Two commonly used methods of probability sampling are simple random sampling and stratified random sampling.
1. Simple Random Sampling:
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