Population, The entire group of individuals or items that a researcher wants to study., Sample, A smaller group selected from the population for the actual study., Sampling Frame, A list or database containing all units of the population from which a sample is drawn., Random Sampling, A sampling technique where each member of the population has an equal chance of being selected., Stratified Sampling, A method where the population is divided into subgroups and samples are taken from each subgroup., Systematic Sampling, Selecting every kth individual from a list using a fixed interval., Cluster Sampling, The population is divided into clusters, and entire clusters are selected randomly., Purposive Sampling, Selecting participants based on specific characteristics or purpose known to the researcher., Convenience Sampling, Sampling individuals who are easily accessible to the researcher., Snowball Sampling, Existing participants help recruit new participants, often used for hard-to-reach groups..

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