Sampling and Experiments Flashcards
sample
a representative subset of a population
population
the entire group of individuals which about whom we intend to learn
bias
a SYSTEMATIC failure of a sample to represent a population
voluntary response bias
bias from individuals who choose to not be in the sample
nonresponse bias
bias from individuals in the sample who fail to respond
convenience sample
a sample of individuals who are easy to survey; this sample typically is biased
undercoverage
this results from any sampling method that under-represents a segment of a population
response bias
anything in a survey that causes subjects to respond differently from the truth
systematic random sample
Example: randomly survey every 12th person in line at a movie theater
cluster sample
a random sample of several diverse groups (and each group is representative of the population)
stratified sample
a random sample taken from each of several homogenous (alike in some way) groups
sampling frame
the “list” from which a random sample may be drawn (it may not be a real list)
sampling variability
the variability that naturally occurs from sample to sample
simple random sample (SRS)
a random sampling method where each subset of the population has an equal chance of being selected
statistic
a calculation from a sample
parameter
a numerical characteristic from a population
census
a survey that contains the entire population
strata
a group of individuals that are alike in some important way
cluster
a group of individuals that are very diverse, and who represent the population well
multistage sanple
a sampling method that combines several sampling methods to obtain a sample from a population
observational study
a study in which no treatments are assigned to subjects; they are simple observed
retrospective study
a study in which data from the past is collected on subjects for analysis
prospective study
a study in which subjects are followed and data is collected in the future
experiment
a study in which treatments are assigned to subjects and responses are analyzed
factor
a variable whose levels are set by an experimenter (to see if there is an effect on the response variable of interest)
level
the value that an experimenter chooses for a factor
experimental units (subjects)
the individuals on which an experiment is performed
treatment
the different levels of a factor