S2 Ch6 Flashcards
3 types of population?
Finite - eg. No. of students at a school (can be numbered and counted)
Infinite - eg. No. of grains of sand on a beach (impossible to count)
Countably infinite - eg. No. of throws of a dice to obtain a 6 because theoretically the population could be infinite but we can count the individual members in it
What is a census?
When information is obtained from all members of the population.
Advantages of a census? (3)
- every single member of a population is used
- it is unbiased
- it gives an accurate answer
Disadvantages of a census? (3)
- takes a long time to do
- it’s costly
- often difficult to ensure that the whole population is surveyed
What is a sample?
A sub-set of a population that information is obtained from to represent a population.
What is a sample survey?
An investigation using a sample.
What are sampling units?
The individual units of a population.
What is a sampling frame?
When the sampling units of a population are individually named or numbered.
What are the advantages of sampling?
- if population is large and well mixed a sample will be representative of the whole population
- sampling is cheaper than taking a census
- sampling is advantageous where the testing of items results in their destruction (testing lightbulb lifetime)
- data is faster to retrieve with sampling
Disadvantages of sampling? (2)
- uncertainty about sampling due to natural variation between any two samples (result of natural variation between individual units)
- bias can occur (only responses from people with certain interests, or if the person takes the sample chooses their family to take it rather than a fair sample)
Define a statistic?
A statistic is a quantity calculated solely from the observations in a sample (doesn’t involve any unknown parameters).
When is an equation not a statistic?
When it contains μ or σ etc.
What is a sampling distribution?
The sampling distribution of a statistic gives all the values of a statistic and the probability that each would happen by chance alone.
What is a population?
A collection of individual people or items.