Simple Random Sampling
Definition
A design in which every possible subset of a given size has an equal probability of being selected. It requires a complete sampling frame listing all units in the population and is the reference design for most statistical inference formulas.
Related terms
- Cluster Sampling
- A design in which the population is divided into naturally occurring groups called clusters, a random sample of clusters is selected, and...
- Sampling Bias
- A systematic distortion in an estimate caused by a selection process that does not give all units a known probability of inclusion....
- Sampling Error
- The difference between a sample statistic and the true population value, arising from the randomness of selection. It can be estimated from...
- Sampling Frame
- The list or description of all units from which the sample can be drawn. Any unit not on the frame cannot be...
- Stratified Sampling
- A sampling design that divides the population into homogeneous subgroups (strata) and samples each stratum separately. Allows the auditor to apply higher...
Explained in
- Sampling Strategies and Representative DataA design in which every possible subset of a given size has an equal probability of being selected. It requires a complete sampling frame listing all units in...