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Experimental Design
Review of experimental design and vernacular
Question | Answer |
---|---|
Used when the experiment has exactly two treatment conditions, subjects are paired off based on similarities - or act as their own "pair." Within each pair, each treatment is randomly assigned. Remember! Randomization occurs ONLY within the pairs. | matched pairs design |
________ occurs when control is not present in the experimental design. This happens when the researcher does not account for a variable that may have influenced the responses. The data collected in this experiment can't be used to draw conclusions. | confounding |
_______________ bias occurs when subjects are unwilling or unable to participate in a survey. | nonresponse |
When a subject responds to a treatment that is really neutral as if they have received an actual treatment, we call that the ___________ _____________. | placebo effect |
When certain members of the population are not represented in the sample, we call that ___________________. | undercoverage |
Used when the researcher divides the sample into subgroups based on a particular criteria, then assigns treatments randomly within the subgroups. | randomized block design |
The researcher has NO CONTROL over any treatment or response but instead only records data. | observational study |
When every member of the population is just as likely to be chosen as another. Every possible sample size n is equally likely to be chosen. | SRS (simple random sample) |
In general ____ occurs when the results favor a certain outcome. | bias |
_____ is when we ensure in our experimental design that multiple experimental units will receive each treatment. | replication |
_________________ reduces bias and (hopefully) reduces the effect of lurking variables by spreading those variables out among the treatment groups. | randomization |