Population and Sample
Populations refers to the entire set of data or observations, the information of which we seek. It is impractical, if not impossible, to collect every single possible data point. Therefore, we choose to select some amount of data from the population (sample) and we assume that the properties of the sample is representative of the entire population. Therefore, one of the goal is to select representative sample so that sample statistics can adequately represent the population parameters.