Sampling Techniques and Methods of Data Collection 1. Sampling Techniques Sampling is the process of selecting a subset of individuals or items (a sample) from a larger population to make inferences about the entire population. Proper sampling ensures that the data collected is representative and reliable. Types of Sampling Techniques A. Probability SamplingEach member of the population has a known, non-zero chance of being selected. It ensures randomization and reduces