Statistics Y10 Collection and Representation of Data EoT test Flashcards
raw data
data before it is sorted
quantitative data
numerical observations
qualitative data
non-numerical observations
continuous data
data that is measurable on a scale
discrete data
data that takes particular values
categorical data
non-overlapping categories
ordinal data
data ordered in a numerical scale
bivariate data
pairs of related data
multivariate data
three or more sets of data
sampling units
the people or items that are to be sampled
sampling frame
a list of all the sampling units
Petersen capture-recapture formula
total marked / total population = marked sample / sample size (M/N = m/n or N = Mn/m)
advantages of random sampling
- more likely to be representative of poopulation
- choice of members of sample is unbiased
disadvantages of random sampling
- needs a full list of the whole population
- needs a large sample size
how can you generate random numbers
- random number generator (e.g. calculator)
- names from a hat
- random number table
judgement sampling
using your judgement to choose a sample which is representative of the population
oportunity sampling
using the people or items available at the time
cluster sampling
using natural groups which occur in data
what is the sampling frame in cluster sampling
the list of clusters
systematic sampling
choose a start point in the sampling frame at random and then choose items
quota sampling
group the population by chosen characteristics and take a quota from each group
stratified sampling
contains members of each stratum in proportion to the site of the stratum
how do you collect a sample within a stratum
randomly
what should you avoid in questionnaires
- complex language
- bias / leading questions
- overlapping questions
- awkward / personal questions
- must include a timeframe