Generate some random data to see if item level effects matter in what you study!
First, estimate some information about the stimuli you use.
What's your hypothetical effect size?
How variable are responses to class 1?
How variable are responses to class 2?
Now, we'll pick stimuli and run an experiment.
Items per class:
Number of subjects:
Standard deviation of subjects: