apstats - 4.1 Flashcards
population
entire group of individuals we want info about
census
collects data from EVERY individual in the population
sample
subset of individuals in the population from which we actually collect data
ask yourself these questions when planning a survey
who is our population? what do we want to measure about our population?
convenience sample
done to minimize time and effort in collecting a sample
voluntary response sample
consists of individuals who choose themselves by responding to a general invitation
bias
when the design of a survey consistently underestimates or consistently overestimates the measure
when asked to identify bias:
identify the problem with the design of the survey, explain how the problem over or underestimates
types of bias
undercoverage, nonresponse, response bias, wording of question bias, survivor bias
undercoverage
occurs when some individuals in the population cannot be chosen for the sample
nonresponse
when someone refuses to participate or cannot be contacted
response bias
systematic pattern of inaccurate answers this can be the result of method of collection, who the interviewer, where the info is collected, asking sensitive questions
wording of question bias
wording or order of question affects the answer
survivor bias
logical error of concentrating on the people or things that made it past some selection process and overlooking those that did not
simple random sampling
size n is chosen in a way that each group of size n in the population has an equal chance of being selected as the sample
SRS methods
hat method, random number generator method, random digit table method
stratified random sample
when population is divided into groups of similar individuals called strata
cluster
a group of nonsimilar individuals that are close to each other
cluster sample
when population is classified into clusters, a SRS is taken to select a cluster and all individuals in the cluster are selected for the sample
systematic random sample
sample members from a population are selected according to a random starting point and a fixed, periodic interval
inference
when we draw a conclusion about a population from sample data