Random-sampling mechanism

Random sampling is a statistical technique used to select a subset of individuals, items, or observations from a larger population in such a way that every member of the population has an equal probability of being chosen. This method is widely used in surveys, experiments, and data analysis to ensure that the sample is representative of the entire population, which helps to minimize bias and improve the validity of results.