distribution followed original random variables formally let math x x dots math independent random variables mean math mu math variance math sigma math sequence random variables math z n frac sum n x mu sigma sqrt n math converges distribution standard normal random variable classes random variables classic central limit theorem works rather fast see berry esseen theorem example distributions finite first second third moment exponential family hand random variables heavy tail fat tail variety works slowly may work
Formal science Mathematics Pure mathematics Probability theory