Define sampling. Explain the classification of sampling methods.

Sampling is the process of selecting a portion of a population for the purpose of collecting data and making inferences about the population as a whole. Sampling is commonly used in a variety of research and data collection contexts, including social sciences, market research, and survey research. The goal of sampling is to obtain a representative sample of the population, so that the sample data can be used to make inferences about the population.

There are several different types of sampling methods that are used in research, including probability sampling and non-probability sampling. Probability sampling methods include random sampling, stratified random sampling, and systematic sampling. In these methods, every member of the population has a known, non-zero chance of being selected for the sample. In contrast, non-probability sampling methods, such as convenience sampling and snowball sampling, do not provide a known probability of selection for each member of the population.

One of the most commonly used probability sampling methods is random sampling. In random sampling, each member of the population has an equal chance of being selected for the sample. Random sampling is considered the most representative type of sampling, as it eliminates bias and ensures that the sample is representative of the population as a whole.

Stratified random sampling is another probability sampling method that is commonly ______ _________ __________ ______ _____ __________ _________ ___.
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