The Discrete Drama: Bernoulli, Binomial, and Poisson Tales
Students frequently conflate the Binomial and Poisson distributions, ignoring the regime of convergence. The Poisson is specifically for 'rare events' where is large and is small. Attempting to use Poisson when is large leads to significant divergence from binomial reality.
Institutional Reference: Applied Statistics
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