Application of CLT in Financial Risk Modeling
A financial analyst has collected 100 daily returns of a stock, assumed to be independent and identically distributed. Given that the true mean daily return is 0.3% with a standard deviation of 1.2%, use the Central Limit Theorem to estimate the probability that the sample mean exceeds 0.5%. Show all your working.