Q8 The lognormal distribution is used for a wide variety of applications. The distribution applies in cases where a natural log transformation results in a normal distribution. The continuous random variable X has a lognormal distribution if the random variable Y=ln(X) has a normal distribution with mean and standard deviation . The resulting density function of X is f(x;,)={2x1e221[ln(x)]2,0,x0x