Unit 3 Flashcards
population
the entire group we want information about
sample
a part of the population we actually examine to gather information about the population
census
collects data from every individual in the population
observational study
observes individuals and measures variable of interest but does not attempt to influence the responses
retrospective
examine data for a sample of individuals
prospective
follow a sample of individuals into the future collecting data
sample survey
type of observational study that collects data from a sample in an attempt to learn about the population from which the sample was taken
experiment
deliberately imposes some treatment on individuals to measure their responses
convenience sampling
uses subjects that are readily available
advantage of convenience sampling
easy and less costly to collect
disadvantage of convenience sampling
not representative of the population
voluntary response sample
a sample obtained by allowing subjects to decide whether or not to respond
advantage of voluntary response sample
easy to collect
disadvantage of voluntary response sample
over represents people with strong opinions
simple random sample
n individuals from a population are chosen in a way that every set of n individuals has an equal chance of being selected to be in the sample
advantages of simple random sampling
easy to accomplish using a table of random digits; likely to produce samples that are good representatives of the population
disadvantages of simple random sampling
none of
stratified random sampling
divide the population into groups of similar individuals (strata) then select an SRS within each strata & combine them to form your sample
advantage of stratified random sampling
can produce more exact information in large populations by taking advantage of the fact that individuals in the same strata are similar to one another
disadvantage of stratified random sampling
not appropriate unless strata are easily defined
cluster sampling
divide the population into clusters then randomly choose a few clusters to become part of your sample
advantage of cluster sampling
don’t need a list of entire population
disadvantage of cluster sampling
more variability between samples depending on how clusters are determined
systematic random sampling
randomly select an arbitrary starting point & then select every kth member of the population
advantage of systematic random sampling
every member has an equal probability of being selected
disadvantage of simple random sampling
not every sample of size n has an equal chance of being selected