running / test on some experimental data when there' no real difference between the two groups does the sample size make differencesample size increased to six-digits sample size increased seven-digits / testing determining how long to run an experiment for / test gotchas novelty effects seasonal effects selection bias auditing selection bias issues data pollution attribution errors summary index viii