Financial asset returns are well-known to be non-normal and leptokurtic with the tails fatter than normal distribution. The Standard EWMA estimator with the normality assumption (used in JP Morgan's RiskMetrics(R) model) will be inefficient and lead to understate the true value of risk if the...