Classify the sampling techniques used in research and explain the probability based sampling techniques in brief.

Sampling techniques are methods used to select a subset of individuals or units from a larger population for research purposes. The choice of sampling technique is crucial as it determines the accuracy and reliability of the research findings. Sampling techniques are broadly classified into two categories: probability sampling and non-probability sampling.

Probability Sampling Techniques

Probability sampling techniques are those in which every individual or unit in the population has a known, non-zero chance of being selected. These techniques are generally considered more scientifically rigorous because they allow for the generalization of the results to the entire population. The main types of probability sampling techniques are:

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