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

Sampling techniques in research are methods used to select a subset of individuals or items from a larger population for study. These techniques are crucial for ensuring that research findings are representative of the population from which they are drawn. Sampling techniques can be broadly classified into two categories: probability-based sampling and non-probability-based sampling.

1. Probability-Based Sampling Techniques:

Probability-based sampling techniques involve random selection, where each member of the population has a known and non-zero chance of being selected. These techniques allow researchers to estimate the likelihood of each member being chosen, which enables the calculation of sampling errors and the _____ ___ ___ __________ _________.
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