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Samples and Experiments

AB
voluntary response samplecomprised of individuals who respond to a general appeal
confoundingthe effects on a response variable of two or more explanatory variables cannot be distinguished from one another
convenience samplecomprised of the individuals easiest to reach
biassystematically favoring certain outcomes
simple random sample (SRS)each individual and every possible sample have an equal chance of being chosen
stratified random sampleseparate SRS is chosen for each predetermined group
multistage sample designchoose a sample in stages
sampling framethe list of idividuals from which a sample is selected
undercoveragegroups in the population are left out of the sample selection process
nonresponseindividual chosen for the sample can't be contacted or refuses to cooperate
response biasthe influence of the behavior of the respondent or the interviewer
wording effectsbias resulting from confusing or leading questions
systematic random samplingefficent way to select a sample by thinking of entire list as a set of lists
observational studyobserves and measures variables of interest
experimentimposes some treatment on individuals in order to observe their responses
experimental unitsindividuals on which the experiment is done
subjectshuman experimental units
treatmentspecific experimental condition applied to the units
factorsexplanatory variables in an experiment
levelspecific value of a factor
placebo effectresponse to a dummy treatment
control groupgroup of patients receiving a sham treatment
controla principle of experimental design used to guard against the effects of a lurking variable
randomizationa principle of experimental design that uses chance to assign individuals to different treatment groups
completely randomized designall units are allocated at random among all the treatment groups
replicationa principle of experimental design used to reduce chance variation in results by using many subjects in the experiment
statistically significantan observed effect too large to attribute plausibly to chance
double-blind experimentneither the subjects nor people in contact with them know which treatment a subject received
blockingused to control the effects of possible lurking variables by dividing units similar in some way prior to assigning treatments
matched pairsblocking consisting of two units each assigned one of two treatments
simulationimitation of chance behavior based on a model that accurately reflects the experiment under consideration



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