Under what conditions does a binomial distribution approximate a normal distribution?

  • When the events are not independent
  • When the number of trials is large and the probability of success is not too close to 0 or 1
  • When the number of trials is small
  • When the probability of success changes with each trial
The binomial distribution approaches the normal distribution as the number of trials gets large, provided that the probability of success is not too close to 0 or 1. This is known as the De Moivre–Laplace theorem.
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