Distribution of Data The Central Limit Theorem

Abstract

Using the central limit theorem concerning the distribution of means allows one to justify the assumption of the normal distribution. Central limit theorem (CLT) The simple part of the CLT is that for any sample of N independent determinations, the means of n values tend to a normal distribution irrespective of the underlying population distribution. Conclusion The central limit theorem concerning the distribution of means allows one to justify the assumption of the normal distribution so that we can use many of the statistical formulae that require normality on our datasets.