Ch1 Flashcards
What is a population in Statistics?
In statistics, population is the whole set of items that are of interest.
What is meant by census in statistics?
A census measures or observes every
member of a population
What is meant by sample in statistics?
A sample is a selection of observations taken from a subset of population and used to find out more information about the population as a whole.
What are the advantages of doing a census?
Results should be completely accurate
What are the disadvantages of doing a census?
- Time consuming and expensive
- Cannot be used when testing destroys process
- Hard to process large quantity of data
What are the advantages of a sample?
- Less time consuming and cheaper
- Fewer people have to respond
- Less data needs to be processed
What are the disadvantages of a sample?
- Data may not be as accurate
- Sample may not be large enough to give information about small subgroups of the population
What are sampling units?
Individual units of a population are known as sampling units
What is a sampling frame?
Sampling units are named and numbered to form a list called a sampling frame
What is meant by Random sampling?
Each member of the population has an equal chance of being selected. The sample should be representative of the population and bias should be removed.
A simple random sample of size 𝑛 is one where every sample of size 𝑛 has an equal chance of being selected.
Calculator or random number generator:
Lottery sampling
Advantages of random sampling
- Free of bias
- Easy and cheap for small samples and populations
- Each sampling unit has a known and
equal chance of selection
Disadvantages of random sampling
- Not suitable for large samples and populations
- Sampling frame needed
What is meant by systematic sampling?
The required elements are chosen at regular intervals from an ordered list.
How are the elements chosen in a systematic sampling? For example a sample of size 20 is needed for a population of 100
Divide the population by the sample size (100/20) = 5
So every 5th person is chosen
The first is chosen at random
Advantages of Systematic sampling
- Simple and quick to use
- Suitable for large samples and large populations