AS Revision Flashcards
Population
The whole set of items that are of interest
Sample
Some subset of the population intended to represent the population
Sampling Units
Individual units of a population that can be sampled
Sampling Frame
Sampling units of a population are individually named or numbered to form a list
Advantages of a Census
- should give a completely accurate result
Disadvantages of a Census
- time consuming and expensive
- cannot be used when testing involves destruction
- large volume to data to process
Advantages of a Sample
- cheaper and quicker
- less data to process
Disadvantages of a Sample
- data may not be accurate
- data may not be large enough to represent small sub-groups
Random Sampling
Each thing in the sampling frame has an equal chance of being chosen in order to avoid bias
Advantages of Random Sampling
- bias free
- easy and cheap to implement
Disadvantages of Random Sampling
- not suitable when population size is large
- sampling frame needed
- may not be representative
Systematic Sampling
Required elements are chosen at regular intervals in an ordered list
Advantages of Systematic Sampling
- simple and quick to use
- suitable for large populations
- no bias
Disadvantages of Systematic Sampling
- sampling frame needed
- bias can be introduced if sampling frame isn’t random
Stratified Sampling
Population divided into groups (strata) and a simple random sample carried out in each group