Binomial Assumptions Checklist Fixed trial count n? Exactly two outcomes per trial? Success event clearly defined? Constant probability p? Independent trials or defensible approximation? X counts successes? Support x=0,...,n? Potential clustering, changing p, or finite-population effects? Original educational material created for STATLAB Academy. Textbooks may be used only as curriculum references.