Statistics- As Flashcards
(22 cards)
Define population
whole set of items of interest
Define sample
some subset of the population intended to represent the population
Define sampling unit
one item from population
Define sampling frame
List of members of a population
Advantages and disadvantages of a census
Adv- gives a completely accurate result
Dis- Time consuming and expensive
Cannot use for destruction
Lots of data to process
Advantages and disadvantages of taking a sample
Adv- Easy and cheap
can be used with destruction
Less data to process
Dis- Less representative of the population
May not be large enough to represent
some subgroups
Define census
Data taken from the entire population
How to increase the accuracy of a sample
Increase sample size
How to carry out a simple random sample
Give all in the sampling frame a number
Use a random number generator to generate enough number for a sample
The numbers generated select the sample
Advantages and disadvantages simple random sample
Adv- Free of bias
Easy and cheap
equal chances of selection for all
Dis- Not suitable for large populations,
sampling frame is needed
How to carry out a systematic sample
Take Kth elements at regular intervals
K= Population size/ sample size
Start at a random number between 1 and k
Advantages and disadvantages of a systematic sample
Adv- Simple and quick
Suitable for large samples
Dis- Sampling frame is needed
Can introduce bias of sampling frame
as not random
How to carry out stratified sampling
Divide the population in to different strata
Simple random sample within strata
Choose number form sample in proportion to population use formula
Sample size/ sample size
Advantages and disadvantages of stratified sampling
Adv- Reflects the population structure
Guarantees proportional
representation of the population
Dis- Population must be clearly classified
into strata
Each strata needs a sampling frame
How to carry out a quota sample
Divide the population into groups
Quota is set out and selected to reflect the proportions in the population
Interviewer selects the sample units
How to carry out an opportunity sample
Sample is taken form the people available to the interviewer at the time of study who meets criteria
Advantages and disadvantages of opportunity sampling
Adv- easy to carry out
Inexpensive
Dis- Unlikely to provide a representative
sample
Highly dependent on individual
researcher
Advantages and disadvantages of quota sampling
Adv- Allows small sample to be
representative
No sampling frame needed
Quick and easy and cheap
Dis- Introduces bias
Population must be divided into groups
Non responses are not recorded
Define qualitative data
Non numerical values e.g. colour
Define Quantitative data
numerical values
2 types of quantitative data and define
Discrete- can only take specific values e.g. shoe size
Continuous- Can take a range of values, such as decimal e.g. height in metres
What happens when you group data
you loose the original values