Central Limit Theorem

An important mathematical result which states that for a random sample of observations from any distribution with a finite mean and a finite variance, the average will tend to follow a normal distribution for large samples. This theorem is the main justification for the widespread use of confidence intervals based on the normal distribution and for t tests when estimating the mean and comparing two means.

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Subjects: Mathematics