Statistics Flashcards
Define population.
The whole set of items that are of interest.
Define a census.
A study that measures or observed every member of a population.
Define a sample.
A selection of observations taken from a subset of the whole population which is used to find out information about the population as a whole.
Define sampling units.
Individual units of a population.
Define sampling frame.
A ordered list of sampling units (e.g. a list of people).
What are the two general types of sampling?
- Random sampling
* Non-random sampling
What are the three types of random sampling?
- Simple random sampling
- Systematic sampling
- Stratified sampling
What is simple random sampling?
- Sampling frame is made
* A random selection of sampling units is made
What is systematic sampling?
- Sampling frame is made
* The required number of elements are taken at regular intervals
What is stratified sampling?
- Population is divided into mutually exclusive strata
- Random sample is taken within each
- The number of samples taken in each stratum should be proportional to its representation in the general population
What are the two types of non-random sampling?
- Quota sampling
* Opportunity sampling
What is quota sampling?
- Population is divided into groups according to a given characteristic
- The size of each group determines the proportion of the sample that should have that characteristic
- As you meet people, they are assessed and allocated into the appropriate quota
- This is done until all the quotas have been filled
What is opportunity sampling?
- Taking the sample from the first people who are available at the time the study and who fit the criteria
- This is done until enough samples are taken
What is the difference between stratified sampling and quota sampling?
- Stratified sampling -> Random -> People within each stratum are selected at random
- Quota sampling -> Not random -> You do not know your sampling frame and people are not chosen at random
What is another name for opportunity sampling?
Convenience sampling
Define continuous data.
Data that can taken any value within a given range.