Question

Sampling with Replacement and Sampling without Replacement

07 Aug 2026
Answer :
Word Count : 573
Sampling is an important statistical technique used in quantitative analysis when it is not feasible or economical to study every unit of a population. Instead of conducting a census, a researcher selects a smaller group called a sample and uses the information obtained from it to draw conclusions about the entire population. Two important methods of sampling are sampling with replacement and sampling without replacement. The main difference between them is whether a selected unit is returned to the population before the next selection is made. In sampling with replacement, each selected unit is returned to the population before another unit is selected. Therefore, the same unit can be selected more than once. Suppose a population consists of five items: A, B, C, D and E. If sampling with replacement is used and A is selected first, A is returned to the population. __________ _____ ________ __________ ______ _________ __________ _______ ___.
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